NLP APIs

Table of Contents

  • Gensim Tutorials
    • 1. Corpora and Vector Spaces
      • 1.1. From Strings to Vectors
      • 1.2. Corpus Streaming – One Document at a Time
      • 1.3. Corpus Formats
      • 1.4. Compatibility with NumPy and SciPy
    • 2. Topics and Transformations
      • 2.1. Transformation interface
        • 2.1.1. Creating a transformation
        • 2.1.2. Transforming vectors
      • 2.2. Available transformations
    • 3. Similarity Queries
      • 3.1. Similarity interface
        • 3.1.1. Initializing query structures
        • 3.1.2. Performing queries
      • 3.2. Where next?
    • 4. Experiments on the English Wikipedia
      • 4.1. Preparing the corpus
      • 4.2. Latent Semantic Analysis
      • 4.3. Latent Dirichlet Allocation
    • 5. Distributed Computing
      • 5.1. Why distributed computing?
      • 5.2. Prerequisites
      • 5.3. Core concepts
      • 5.4. Available distributed algorithms
    • Preliminaries
    • Quick Example
  • Natural Language Toolkit
    • Some simple things you can do with NLTK
    • Next Steps

Autogenerated API

  • simserver
    • Classes
      • simserver.NullHandler
        • Methods
          • simserver.NullHandler.__init__
          • simserver.NullHandler.acquire
          • simserver.NullHandler.addFilter
          • simserver.NullHandler.close
          • simserver.NullHandler.createLock
          • simserver.NullHandler.emit
          • simserver.NullHandler.filter
          • simserver.NullHandler.flush
          • simserver.NullHandler.format
          • simserver.NullHandler.get_name
          • simserver.NullHandler.handle
          • simserver.NullHandler.handleError
          • simserver.NullHandler.release
          • simserver.NullHandler.removeFilter
          • simserver.NullHandler.setFormatter
          • simserver.NullHandler.setLevel
          • simserver.NullHandler.set_name
        • Attributes
          • simserver.NullHandler.name
      • simserver.SessionServer
        • Methods
          • simserver.SessionServer.__init__
          • simserver.SessionServer.buffer
          • simserver.SessionServer.check_session
          • simserver.SessionServer.close
          • simserver.SessionServer.commit
          • simserver.SessionServer.debug_model
          • simserver.SessionServer.delete
          • simserver.SessionServer.drop_index
          • simserver.SessionServer.find_similar
          • simserver.SessionServer.index
          • simserver.SessionServer.keys
          • simserver.SessionServer.load
          • simserver.SessionServer.location
          • simserver.SessionServer.open_session
          • simserver.SessionServer.optimize
          • simserver.SessionServer.rollback
          • simserver.SessionServer.save
          • simserver.SessionServer.set_autosession
          • simserver.SessionServer.status
          • simserver.SessionServer.terminate
          • simserver.SessionServer.train
          • simserver.SessionServer.write_istable
        • Attributes
          • simserver.SessionServer.loc_session
          • simserver.SessionServer.loc_stable
      • simserver.SimServer
        • Methods
          • simserver.SimServer.__init__
          • simserver.SimServer.buffer
          • simserver.SimServer.close
          • simserver.SimServer.delete
          • simserver.SimServer.drop_index
          • simserver.SimServer.find_similar
          • simserver.SimServer.flush
          • simserver.SimServer.index
          • simserver.SimServer.is_locked
          • simserver.SimServer.keys
          • simserver.SimServer.location
          • simserver.SimServer.memdebug
          • simserver.SimServer.optimize
          • simserver.SimServer.status
          • simserver.SimServer.train
  • word2vec
    • Functions
      • word2vec.doc2vec()
      • word2vec.load()
      • word2vec.load_clusters()
      • word2vec.run_cmd()
      • word2vec.unitvec()
      • word2vec.word2clusters()
      • word2vec.word2phrase()
      • word2vec.word2vec()
    • Classes
      • word2vec.WordClusters
        • Methods
          • word2vec.WordClusters.__init__
          • word2vec.WordClusters.from_text
          • word2vec.WordClusters.get_cluster
          • word2vec.WordClusters.get_words_on_cluster
          • word2vec.WordClusters.ix
      • word2vec.WordVectors
        • Methods
          • word2vec.WordVectors.__init__
          • word2vec.WordVectors.analogy
          • word2vec.WordVectors.cosine
          • word2vec.WordVectors.from_binary
          • word2vec.WordVectors.from_mmap
          • word2vec.WordVectors.from_text
          • word2vec.WordVectors.generate_response
          • word2vec.WordVectors.get_vector
          • word2vec.WordVectors.ix
          • word2vec.WordVectors.to_mmap
  • stop_words
    • Functions
      • stop_words.add_filter()
      • stop_words.apply_filters()
      • stop_words.get_stop_words()
      • stop_words.get_version()
      • stop_words.remove_filter()
      • stop_words.safe_get_stop_words()
    • Exceptions
      • stop_words.StopWordError
  • API — nltk
    • nltk
      • Functions
        • nltk.accuracy()
        • nltk.add_logs()
        • nltk.alignment_error_rate()
        • nltk.apply_features()
        • nltk.approxrand()
        • nltk.arity()
        • nltk.bigrams()
        • nltk.binary_distance()
        • nltk.binary_search_file()
        • nltk.binding_ops()
        • nltk.bleu()
        • nltk.boolean_ops()
        • nltk.bracket_parse()
        • nltk.breadth_first()
        • nltk.build_opener()
        • nltk.call_megam()
        • nltk.casual_tokenize()
        • nltk.choose()
        • nltk.clause()
        • nltk.clean_html()
        • nltk.clean_url()
        • nltk.config_java()
        • nltk.config_megam()
        • nltk.config_weka()
        • nltk.conflicts()
        • nltk.conllstr2tree()
        • nltk.conlltags2tree()
        • nltk.custom_distance()
        • nltk.decorator()
        • nltk.demo()
        • nltk.download_gui()
        • nltk.download_shell()
        • nltk.edit_distance()
        • nltk.elementtree_indent()
        • nltk.entropy()
        • nltk.equality_preds()
        • nltk.evaluate_sents()
        • nltk.everygrams()
        • nltk.extract_rels()
        • nltk.extract_test_sentences()
        • nltk.f_measure()
        • nltk.filestring()
        • nltk.flatten()
        • nltk.fractional_presence()
        • nltk.getproxies()
        • nltk.ghd()
        • nltk.guess_encoding()
        • nltk.ieerstr2tree()
        • nltk.in_idle()
        • nltk.induce_pcfg()
        • nltk.install_opener()
        • nltk.interpret_sents()
        • nltk.interval_distance()
        • nltk.invert_dict()
        • nltk.invert_graph()
        • nltk.is_rel()
        • nltk.jaccard_distance()
        • nltk.line_tokenize()
        • nltk.load()
        • nltk.load_parser()
        • nltk.log_likelihood()
        • nltk.map_tag()
        • nltk.masi_distance()
        • nltk.memoize()
        • nltk.ne_chunk()
        • nltk.ne_chunk_sents()
        • nltk.ngrams()
        • nltk.nonterminals()
        • nltk.pad_sequence()
        • nltk.parse_sents()
        • nltk.pk()
        • nltk.pos_tag()
        • nltk.pos_tag_sents()
        • nltk.pprint()
        • nltk.pr()
        • nltk.precision()
        • nltk.presence()
        • nltk.print_string()
        • nltk.py25()
        • nltk.py26()
        • nltk.py27()
        • nltk.python_2_unicode_compatible()
        • nltk.raise_unorderable_types()
        • nltk.ranks_from_scores()
        • nltk.ranks_from_sequence()
        • nltk.re_show()
        • nltk.read_grammar()
        • nltk.read_logic()
        • nltk.read_valuation()
        • nltk.recall()
        • nltk.regexp_span_tokenize()
        • nltk.regexp_tokenize()
        • nltk.register_tag()
        • nltk.ribes()
        • nltk.root_semrep()
        • nltk.rte_classifier()
        • nltk.rte_features()
        • nltk.rtuple()
        • nltk.sent_tokenize()
        • nltk.set2rel()
        • nltk.set_proxy()
        • nltk.sinica_parse()
        • nltk.skipgrams()
        • nltk.skolemize()
        • nltk.slice_bounds()
        • nltk.spearman_correlation()
        • nltk.str2tuple()
        • nltk.string_span_tokenize()
        • nltk.subsumes()
        • nltk.sum_logs()
        • nltk.tagset_mapping()
        • nltk.tagstr2tree()
        • nltk.tokenwrap()
        • nltk.total_ordering()
        • nltk.transitive_closure()
        • nltk.tree2conllstr()
        • nltk.tree2conlltags()
        • nltk.trigrams()
        • nltk.tuple2str()
        • nltk.unify()
        • nltk.unique_list()
        • nltk.untag()
        • nltk.usage()
        • nltk.windowdiff()
        • nltk.word_tokenize()
      • Classes
        • nltk.AbstractLazySequence
          • Methods
            • nltk.AbstractLazySequence.count
            • nltk.AbstractLazySequence.index
            • nltk.AbstractLazySequence.iterate_from
            • nltk.AbstractLazySequence.unicode_repr
        • nltk.AffixTagger
          • Methods
            • nltk.AffixTagger.__init__
            • nltk.AffixTagger.choose_tag
            • nltk.AffixTagger.context
            • nltk.AffixTagger.decode_json_obj
            • nltk.AffixTagger.encode_json_obj
            • nltk.AffixTagger.evaluate
            • nltk.AffixTagger.size
            • nltk.AffixTagger.tag
            • nltk.AffixTagger.tag_one
            • nltk.AffixTagger.tag_sents
            • nltk.AffixTagger.unicode_repr
          • Attributes
            • nltk.AffixTagger.backoff
            • nltk.AffixTagger.json_tag
        • nltk.AlignedSent
          • Methods
            • nltk.AlignedSent.__init__
            • nltk.AlignedSent.invert
            • nltk.AlignedSent.unicode_repr
          • Attributes
            • nltk.AlignedSent.alignment
            • nltk.AlignedSent.mots
            • nltk.AlignedSent.words
        • nltk.Alignment
          • Methods
            • nltk.Alignment.copy
            • nltk.Alignment.difference
            • nltk.Alignment.fromstring
            • nltk.Alignment.intersection
            • nltk.Alignment.invert
            • nltk.Alignment.isdisjoint
            • nltk.Alignment.issubset
            • nltk.Alignment.issuperset
            • nltk.Alignment.range
            • nltk.Alignment.symmetric_difference
            • nltk.Alignment.unicode_repr
            • nltk.Alignment.union
        • nltk.AnnotationTask
          • Methods
            • nltk.AnnotationTask.Ae_kappa
            • nltk.AnnotationTask.Ao
            • nltk.AnnotationTask.Do_Kw
            • nltk.AnnotationTask.Do_Kw_pairwise
            • nltk.AnnotationTask.Do_alpha
            • nltk.AnnotationTask.N
            • nltk.AnnotationTask.Nck
            • nltk.AnnotationTask.Nik
            • nltk.AnnotationTask.Nk
            • nltk.AnnotationTask.S
            • nltk.AnnotationTask.__init__
            • nltk.AnnotationTask.agr
            • nltk.AnnotationTask.alpha
            • nltk.AnnotationTask.avg_Ao
            • nltk.AnnotationTask.kappa
            • nltk.AnnotationTask.kappa_pairwise
            • nltk.AnnotationTask.load_array
            • nltk.AnnotationTask.multi_kappa
            • nltk.AnnotationTask.pi
            • nltk.AnnotationTask.weighted_kappa
            • nltk.AnnotationTask.weighted_kappa_pairwise
          • Attributes
            • nltk.AnnotationTask.unicode_repr
        • nltk.ApplicationExpression
          • Methods
            • nltk.ApplicationExpression.__init__
            • nltk.ApplicationExpression.applyto
            • nltk.ApplicationExpression.constants
            • nltk.ApplicationExpression.equiv
            • nltk.ApplicationExpression.findtype
            • nltk.ApplicationExpression.free
            • nltk.ApplicationExpression.fromstring
            • nltk.ApplicationExpression.is_atom
            • nltk.ApplicationExpression.make_VariableExpression
            • nltk.ApplicationExpression.negate
            • nltk.ApplicationExpression.normalize
            • nltk.ApplicationExpression.predicates
            • nltk.ApplicationExpression.replace
            • nltk.ApplicationExpression.simplify
            • nltk.ApplicationExpression.substitute_bindings
            • nltk.ApplicationExpression.typecheck
            • nltk.ApplicationExpression.uncurry
            • nltk.ApplicationExpression.unicode_repr
            • nltk.ApplicationExpression.variables
            • nltk.ApplicationExpression.visit
            • nltk.ApplicationExpression.visit_structured
          • Attributes
            • nltk.ApplicationExpression.args
            • nltk.ApplicationExpression.pred
            • nltk.ApplicationExpression.type
        • nltk.Assignment
          • Methods
            • nltk.Assignment.__init__
            • nltk.Assignment.add
            • nltk.Assignment.clear
            • nltk.Assignment.copy
            • nltk.Assignment.fromkeys
            • nltk.Assignment.get
            • nltk.Assignment.has_key
            • nltk.Assignment.items
            • nltk.Assignment.iteritems
            • nltk.Assignment.iterkeys
            • nltk.Assignment.itervalues
            • nltk.Assignment.keys
            • nltk.Assignment.pop
            • nltk.Assignment.popitem
            • nltk.Assignment.purge
            • nltk.Assignment.setdefault
            • nltk.Assignment.update
            • nltk.Assignment.values
            • nltk.Assignment.viewitems
            • nltk.Assignment.viewkeys
            • nltk.Assignment.viewvalues
          • Attributes
            • nltk.Assignment.unicode_repr
        • nltk.BigramAssocMeasures
          • Methods
            • nltk.BigramAssocMeasures.chi_sq
            • nltk.BigramAssocMeasures.dice
            • nltk.BigramAssocMeasures.fisher
            • nltk.BigramAssocMeasures.jaccard
            • nltk.BigramAssocMeasures.likelihood_ratio
            • nltk.BigramAssocMeasures.mi_like
            • nltk.BigramAssocMeasures.phi_sq
            • nltk.BigramAssocMeasures.pmi
            • nltk.BigramAssocMeasures.poisson_stirling
            • nltk.BigramAssocMeasures.raw_freq
            • nltk.BigramAssocMeasures.student_t
        • nltk.BigramCollocationFinder
          • Methods
            • nltk.BigramCollocationFinder.__init__
            • nltk.BigramCollocationFinder.above_score
            • nltk.BigramCollocationFinder.apply_freq_filter
            • nltk.BigramCollocationFinder.apply_ngram_filter
            • nltk.BigramCollocationFinder.apply_word_filter
            • nltk.BigramCollocationFinder.from_documents
            • nltk.BigramCollocationFinder.from_words
            • nltk.BigramCollocationFinder.nbest
            • nltk.BigramCollocationFinder.score_ngram
            • nltk.BigramCollocationFinder.score_ngrams
          • Attributes
            • nltk.BigramCollocationFinder.default_ws
        • nltk.BigramTagger
          • Methods
            • nltk.BigramTagger.__init__
            • nltk.BigramTagger.choose_tag
            • nltk.BigramTagger.context
            • nltk.BigramTagger.decode_json_obj
            • nltk.BigramTagger.encode_json_obj
            • nltk.BigramTagger.evaluate
            • nltk.BigramTagger.size
            • nltk.BigramTagger.tag
            • nltk.BigramTagger.tag_one
            • nltk.BigramTagger.tag_sents
            • nltk.BigramTagger.unicode_repr
          • Attributes
            • nltk.BigramTagger.backoff
            • nltk.BigramTagger.json_tag
        • nltk.BinaryMaxentFeatureEncoding
          • Methods
            • nltk.BinaryMaxentFeatureEncoding.__init__
            • nltk.BinaryMaxentFeatureEncoding.describe
            • nltk.BinaryMaxentFeatureEncoding.encode
            • nltk.BinaryMaxentFeatureEncoding.labels
            • nltk.BinaryMaxentFeatureEncoding.length
            • nltk.BinaryMaxentFeatureEncoding.train
        • nltk.BlanklineTokenizer
          • Methods
            • nltk.BlanklineTokenizer.__init__
            • nltk.BlanklineTokenizer.span_tokenize
            • nltk.BlanklineTokenizer.span_tokenize_sents
            • nltk.BlanklineTokenizer.tokenize
            • nltk.BlanklineTokenizer.tokenize_sents
            • nltk.BlanklineTokenizer.unicode_repr
        • nltk.BllipParser
          • Methods
            • nltk.BllipParser.__init__
            • nltk.BllipParser.from_unified_model_dir
            • nltk.BllipParser.grammar
            • nltk.BllipParser.parse
            • nltk.BllipParser.parse_all
            • nltk.BllipParser.parse_one
            • nltk.BllipParser.parse_sents
            • nltk.BllipParser.tagged_parse
        • nltk.BottomUpChartParser
          • Methods
            • nltk.BottomUpChartParser.__init__
            • nltk.BottomUpChartParser.chart_parse
            • nltk.BottomUpChartParser.grammar
            • nltk.BottomUpChartParser.parse
            • nltk.BottomUpChartParser.parse_all
            • nltk.BottomUpChartParser.parse_one
            • nltk.BottomUpChartParser.parse_sents
        • nltk.BottomUpLeftCornerChartParser
          • Methods
            • nltk.BottomUpLeftCornerChartParser.__init__
            • nltk.BottomUpLeftCornerChartParser.chart_parse
            • nltk.BottomUpLeftCornerChartParser.grammar
            • nltk.BottomUpLeftCornerChartParser.parse
            • nltk.BottomUpLeftCornerChartParser.parse_all
            • nltk.BottomUpLeftCornerChartParser.parse_one
            • nltk.BottomUpLeftCornerChartParser.parse_sents
        • nltk.BottomUpProbabilisticChartParser
          • Methods
            • nltk.BottomUpProbabilisticChartParser.__init__
            • nltk.BottomUpProbabilisticChartParser.grammar
            • nltk.BottomUpProbabilisticChartParser.parse
            • nltk.BottomUpProbabilisticChartParser.parse_all
            • nltk.BottomUpProbabilisticChartParser.parse_one
            • nltk.BottomUpProbabilisticChartParser.parse_sents
            • nltk.BottomUpProbabilisticChartParser.sort_queue
            • nltk.BottomUpProbabilisticChartParser.trace
        • nltk.Boxer
          • Methods
            • nltk.Boxer.__init__
            • nltk.Boxer.interpret
            • nltk.Boxer.interpret_multi
            • nltk.Boxer.interpret_multi_sents
            • nltk.Boxer.interpret_sents
            • nltk.Boxer.set_bin_dir
        • nltk.BrillTagger
          • Methods
            • nltk.BrillTagger.__init__
            • nltk.BrillTagger.batch_tag_incremental
            • nltk.BrillTagger.decode_json_obj
            • nltk.BrillTagger.encode_json_obj
            • nltk.BrillTagger.evaluate
            • nltk.BrillTagger.print_template_statistics
            • nltk.BrillTagger.rules
            • nltk.BrillTagger.tag
            • nltk.BrillTagger.tag_sents
            • nltk.BrillTagger.train_stats
          • Attributes
            • nltk.BrillTagger.json_tag
        • nltk.BrillTaggerTrainer
          • Methods
            • nltk.BrillTaggerTrainer.__init__
            • nltk.BrillTaggerTrainer.train
        • nltk.CFG
          • Methods
            • nltk.CFG.__init__
            • nltk.CFG.check_coverage
            • nltk.CFG.fromstring
            • nltk.CFG.is_binarised
            • nltk.CFG.is_chomsky_normal_form
            • nltk.CFG.is_flexible_chomsky_normal_form
            • nltk.CFG.is_leftcorner
            • nltk.CFG.is_lexical
            • nltk.CFG.is_nonempty
            • nltk.CFG.is_nonlexical
            • nltk.CFG.leftcorner_parents
            • nltk.CFG.leftcorners
            • nltk.CFG.max_len
            • nltk.CFG.min_len
            • nltk.CFG.productions
            • nltk.CFG.start
            • nltk.CFG.unicode_repr
        • nltk.CRFTagger
          • Methods
            • nltk.CRFTagger.__init__
            • nltk.CRFTagger.evaluate
            • nltk.CRFTagger.set_model_file
            • nltk.CRFTagger.tag
            • nltk.CRFTagger.tag_sents
            • nltk.CRFTagger.train
        • nltk.CfgReadingCommand
          • Methods
            • nltk.CfgReadingCommand.__init__
            • nltk.CfgReadingCommand.combine_readings
            • nltk.CfgReadingCommand.parse_to_readings
            • nltk.CfgReadingCommand.process_thread
            • nltk.CfgReadingCommand.to_fol
        • nltk.ChartParser
          • Methods
            • nltk.ChartParser.__init__
            • nltk.ChartParser.chart_parse
            • nltk.ChartParser.grammar
            • nltk.ChartParser.parse
            • nltk.ChartParser.parse_all
            • nltk.ChartParser.parse_one
            • nltk.ChartParser.parse_sents
        • nltk.ChunkParserI
          • Methods
            • nltk.ChunkParserI.evaluate
            • nltk.ChunkParserI.grammar
            • nltk.ChunkParserI.parse
            • nltk.ChunkParserI.parse_all
            • nltk.ChunkParserI.parse_one
            • nltk.ChunkParserI.parse_sents
        • nltk.ChunkScore
          • Methods
            • nltk.ChunkScore.__init__
            • nltk.ChunkScore.accuracy
            • nltk.ChunkScore.correct
            • nltk.ChunkScore.f_measure
            • nltk.ChunkScore.guessed
            • nltk.ChunkScore.incorrect
            • nltk.ChunkScore.missed
            • nltk.ChunkScore.precision
            • nltk.ChunkScore.recall
            • nltk.ChunkScore.score
        • nltk.ClassifierBasedPOSTagger
          • Methods
            • nltk.ClassifierBasedPOSTagger.__init__
            • nltk.ClassifierBasedPOSTagger.choose_tag
            • nltk.ClassifierBasedPOSTagger.classifier
            • nltk.ClassifierBasedPOSTagger.evaluate
            • nltk.ClassifierBasedPOSTagger.feature_detector
            • nltk.ClassifierBasedPOSTagger.tag
            • nltk.ClassifierBasedPOSTagger.tag_one
            • nltk.ClassifierBasedPOSTagger.tag_sents
            • nltk.ClassifierBasedPOSTagger.unicode_repr
          • Attributes
            • nltk.ClassifierBasedPOSTagger.backoff
        • nltk.ClassifierBasedTagger
          • Methods
            • nltk.ClassifierBasedTagger.__init__
            • nltk.ClassifierBasedTagger.choose_tag
            • nltk.ClassifierBasedTagger.classifier
            • nltk.ClassifierBasedTagger.evaluate
            • nltk.ClassifierBasedTagger.feature_detector
            • nltk.ClassifierBasedTagger.tag
            • nltk.ClassifierBasedTagger.tag_one
            • nltk.ClassifierBasedTagger.tag_sents
            • nltk.ClassifierBasedTagger.unicode_repr
          • Attributes
            • nltk.ClassifierBasedTagger.backoff
        • nltk.ClassifierI
          • Methods
            • nltk.ClassifierI.classify
            • nltk.ClassifierI.classify_many
            • nltk.ClassifierI.labels
            • nltk.ClassifierI.prob_classify
            • nltk.ClassifierI.prob_classify_many
        • nltk.ConcordanceIndex
          • Methods
            • nltk.ConcordanceIndex.__init__
            • nltk.ConcordanceIndex.offsets
            • nltk.ConcordanceIndex.print_concordance
            • nltk.ConcordanceIndex.tokens
            • nltk.ConcordanceIndex.unicode_repr
        • nltk.ConditionalExponentialClassifier
          • Methods
            • nltk.ConditionalExponentialClassifier.__init__
            • nltk.ConditionalExponentialClassifier.classify
            • nltk.ConditionalExponentialClassifier.classify_many
            • nltk.ConditionalExponentialClassifier.explain
            • nltk.ConditionalExponentialClassifier.labels
            • nltk.ConditionalExponentialClassifier.prob_classify
            • nltk.ConditionalExponentialClassifier.prob_classify_many
            • nltk.ConditionalExponentialClassifier.set_weights
            • nltk.ConditionalExponentialClassifier.show_most_informative_features
            • nltk.ConditionalExponentialClassifier.train
            • nltk.ConditionalExponentialClassifier.unicode_repr
            • nltk.ConditionalExponentialClassifier.weights
          • Attributes
            • nltk.ConditionalExponentialClassifier.ALGORITHMS
        • nltk.ConditionalFreqDist
          • Methods
            • nltk.ConditionalFreqDist.N
            • nltk.ConditionalFreqDist.__init__
            • nltk.ConditionalFreqDist.clear
            • nltk.ConditionalFreqDist.conditions
            • nltk.ConditionalFreqDist.copy
            • nltk.ConditionalFreqDist.fromkeys
            • nltk.ConditionalFreqDist.get
            • nltk.ConditionalFreqDist.has_key
            • nltk.ConditionalFreqDist.items
            • nltk.ConditionalFreqDist.iteritems
            • nltk.ConditionalFreqDist.iterkeys
            • nltk.ConditionalFreqDist.itervalues
            • nltk.ConditionalFreqDist.keys
            • nltk.ConditionalFreqDist.plot
            • nltk.ConditionalFreqDist.pop
            • nltk.ConditionalFreqDist.popitem
            • nltk.ConditionalFreqDist.setdefault
            • nltk.ConditionalFreqDist.tabulate
            • nltk.ConditionalFreqDist.unicode_repr
            • nltk.ConditionalFreqDist.update
            • nltk.ConditionalFreqDist.values
            • nltk.ConditionalFreqDist.viewitems
            • nltk.ConditionalFreqDist.viewkeys
            • nltk.ConditionalFreqDist.viewvalues
          • Attributes
            • nltk.ConditionalFreqDist.default_factory
        • nltk.ConditionalProbDist
          • Methods
            • nltk.ConditionalProbDist.__init__
            • nltk.ConditionalProbDist.clear
            • nltk.ConditionalProbDist.conditions
            • nltk.ConditionalProbDist.copy
            • nltk.ConditionalProbDist.fromkeys
            • nltk.ConditionalProbDist.get
            • nltk.ConditionalProbDist.has_key
            • nltk.ConditionalProbDist.items
            • nltk.ConditionalProbDist.iteritems
            • nltk.ConditionalProbDist.iterkeys
            • nltk.ConditionalProbDist.itervalues
            • nltk.ConditionalProbDist.keys
            • nltk.ConditionalProbDist.pop
            • nltk.ConditionalProbDist.popitem
            • nltk.ConditionalProbDist.setdefault
            • nltk.ConditionalProbDist.unicode_repr
            • nltk.ConditionalProbDist.update
            • nltk.ConditionalProbDist.values
            • nltk.ConditionalProbDist.viewitems
            • nltk.ConditionalProbDist.viewkeys
            • nltk.ConditionalProbDist.viewvalues
        • nltk.ConditionalProbDistI
          • Methods
            • nltk.ConditionalProbDistI.__init__
            • nltk.ConditionalProbDistI.clear
            • nltk.ConditionalProbDistI.conditions
            • nltk.ConditionalProbDistI.copy
            • nltk.ConditionalProbDistI.fromkeys
            • nltk.ConditionalProbDistI.get
            • nltk.ConditionalProbDistI.has_key
            • nltk.ConditionalProbDistI.items
            • nltk.ConditionalProbDistI.iteritems
            • nltk.ConditionalProbDistI.iterkeys
            • nltk.ConditionalProbDistI.itervalues
            • nltk.ConditionalProbDistI.keys
            • nltk.ConditionalProbDistI.pop
            • nltk.ConditionalProbDistI.popitem
            • nltk.ConditionalProbDistI.setdefault
            • nltk.ConditionalProbDistI.unicode_repr
            • nltk.ConditionalProbDistI.update
            • nltk.ConditionalProbDistI.values
            • nltk.ConditionalProbDistI.viewitems
            • nltk.ConditionalProbDistI.viewkeys
            • nltk.ConditionalProbDistI.viewvalues
        • nltk.ConfusionMatrix
          • Methods
            • nltk.ConfusionMatrix.__init__
            • nltk.ConfusionMatrix.key
            • nltk.ConfusionMatrix.pretty_format
            • nltk.ConfusionMatrix.unicode_repr
        • nltk.ContextIndex
          • Methods
            • nltk.ContextIndex.__init__
            • nltk.ContextIndex.common_contexts
            • nltk.ContextIndex.similar_words
            • nltk.ContextIndex.tokens
            • nltk.ContextIndex.word_similarity_dict
        • nltk.ContextTagger
          • Methods
            • nltk.ContextTagger.__init__
            • nltk.ContextTagger.choose_tag
            • nltk.ContextTagger.context
            • nltk.ContextTagger.evaluate
            • nltk.ContextTagger.size
            • nltk.ContextTagger.tag
            • nltk.ContextTagger.tag_one
            • nltk.ContextTagger.tag_sents
            • nltk.ContextTagger.unicode_repr
          • Attributes
            • nltk.ContextTagger.backoff
        • nltk.ContingencyMeasures
          • Methods
            • nltk.ContingencyMeasures.__init__
        • nltk.CrossValidationProbDist
          • Methods
            • nltk.CrossValidationProbDist.__init__
            • nltk.CrossValidationProbDist.discount
            • nltk.CrossValidationProbDist.freqdists
            • nltk.CrossValidationProbDist.generate
            • nltk.CrossValidationProbDist.logprob
            • nltk.CrossValidationProbDist.max
            • nltk.CrossValidationProbDist.prob
            • nltk.CrossValidationProbDist.samples
            • nltk.CrossValidationProbDist.unicode_repr
          • Attributes
            • nltk.CrossValidationProbDist.SUM_TO_ONE
        • nltk.DRS
          • Methods
            • nltk.DRS.__init__
            • nltk.DRS.applyto
            • nltk.DRS.constants
            • nltk.DRS.draw
            • nltk.DRS.eliminate_equality
            • nltk.DRS.equiv
            • nltk.DRS.findtype
            • nltk.DRS.fol
            • nltk.DRS.free
            • nltk.DRS.fromstring
            • nltk.DRS.get_refs
            • nltk.DRS.is_pronoun_function
            • nltk.DRS.make_EqualityExpression
            • nltk.DRS.make_VariableExpression
            • nltk.DRS.negate
            • nltk.DRS.normalize
            • nltk.DRS.predicates
            • nltk.DRS.pretty_format
            • nltk.DRS.pretty_print
            • nltk.DRS.replace
            • nltk.DRS.resolve_anaphora
            • nltk.DRS.simplify
            • nltk.DRS.substitute_bindings
            • nltk.DRS.typecheck
            • nltk.DRS.unicode_repr
            • nltk.DRS.variables
            • nltk.DRS.visit
            • nltk.DRS.visit_structured
          • Attributes
            • nltk.DRS.type
        • nltk.DecisionTreeClassifier
          • Methods
            • nltk.DecisionTreeClassifier.__init__
            • nltk.DecisionTreeClassifier.best_binary_stump
            • nltk.DecisionTreeClassifier.best_stump
            • nltk.DecisionTreeClassifier.binary_stump
            • nltk.DecisionTreeClassifier.classify
            • nltk.DecisionTreeClassifier.classify_many
            • nltk.DecisionTreeClassifier.error
            • nltk.DecisionTreeClassifier.labels
            • nltk.DecisionTreeClassifier.leaf
            • nltk.DecisionTreeClassifier.pretty_format
            • nltk.DecisionTreeClassifier.prob_classify
            • nltk.DecisionTreeClassifier.prob_classify_many
            • nltk.DecisionTreeClassifier.pseudocode
            • nltk.DecisionTreeClassifier.refine
            • nltk.DecisionTreeClassifier.stump
            • nltk.DecisionTreeClassifier.train
          • Attributes
            • nltk.DecisionTreeClassifier.unicode_repr
        • nltk.DefaultTagger
          • Methods
            • nltk.DefaultTagger.__init__
            • nltk.DefaultTagger.choose_tag
            • nltk.DefaultTagger.decode_json_obj
            • nltk.DefaultTagger.encode_json_obj
            • nltk.DefaultTagger.evaluate
            • nltk.DefaultTagger.tag
            • nltk.DefaultTagger.tag_one
            • nltk.DefaultTagger.tag_sents
            • nltk.DefaultTagger.unicode_repr
          • Attributes
            • nltk.DefaultTagger.backoff
            • nltk.DefaultTagger.json_tag
        • nltk.DependencyEvaluator
          • Methods
            • nltk.DependencyEvaluator.__init__
            • nltk.DependencyEvaluator.eval
        • nltk.DependencyGrammar
          • Methods
            • nltk.DependencyGrammar.__init__
            • nltk.DependencyGrammar.contains
            • nltk.DependencyGrammar.fromstring
            • nltk.DependencyGrammar.unicode_repr
        • nltk.DependencyGraph
          • Methods
            • nltk.DependencyGraph.__init__
            • nltk.DependencyGraph.add_arc
            • nltk.DependencyGraph.add_node
            • nltk.DependencyGraph.connect_graph
            • nltk.DependencyGraph.contains_address
            • nltk.DependencyGraph.contains_cycle
            • nltk.DependencyGraph.get_by_address
            • nltk.DependencyGraph.get_cycle_path
            • nltk.DependencyGraph.left_children
            • nltk.DependencyGraph.load
            • nltk.DependencyGraph.nx_graph
            • nltk.DependencyGraph.redirect_arcs
            • nltk.DependencyGraph.remove_by_address
            • nltk.DependencyGraph.right_children
            • nltk.DependencyGraph.to_conll
            • nltk.DependencyGraph.to_dot
            • nltk.DependencyGraph.tree
            • nltk.DependencyGraph.triples
            • nltk.DependencyGraph.unicode_repr
        • nltk.DependencyProduction
          • Methods
            • nltk.DependencyProduction.__init__
            • nltk.DependencyProduction.is_lexical
            • nltk.DependencyProduction.is_nonlexical
            • nltk.DependencyProduction.lhs
            • nltk.DependencyProduction.rhs
            • nltk.DependencyProduction.unicode_repr
        • nltk.DictionaryConditionalProbDist
          • Methods
            • nltk.DictionaryConditionalProbDist.__init__
            • nltk.DictionaryConditionalProbDist.clear
            • nltk.DictionaryConditionalProbDist.conditions
            • nltk.DictionaryConditionalProbDist.copy
            • nltk.DictionaryConditionalProbDist.fromkeys
            • nltk.DictionaryConditionalProbDist.get
            • nltk.DictionaryConditionalProbDist.has_key
            • nltk.DictionaryConditionalProbDist.items
            • nltk.DictionaryConditionalProbDist.iteritems
            • nltk.DictionaryConditionalProbDist.iterkeys
            • nltk.DictionaryConditionalProbDist.itervalues
            • nltk.DictionaryConditionalProbDist.keys
            • nltk.DictionaryConditionalProbDist.pop
            • nltk.DictionaryConditionalProbDist.popitem
            • nltk.DictionaryConditionalProbDist.setdefault
            • nltk.DictionaryConditionalProbDist.unicode_repr
            • nltk.DictionaryConditionalProbDist.update
            • nltk.DictionaryConditionalProbDist.values
            • nltk.DictionaryConditionalProbDist.viewitems
            • nltk.DictionaryConditionalProbDist.viewkeys
            • nltk.DictionaryConditionalProbDist.viewvalues
        • nltk.DictionaryProbDist
          • Methods
            • nltk.DictionaryProbDist.__init__
            • nltk.DictionaryProbDist.discount
            • nltk.DictionaryProbDist.generate
            • nltk.DictionaryProbDist.logprob
            • nltk.DictionaryProbDist.max
            • nltk.DictionaryProbDist.prob
            • nltk.DictionaryProbDist.samples
            • nltk.DictionaryProbDist.unicode_repr
          • Attributes
            • nltk.DictionaryProbDist.SUM_TO_ONE
        • nltk.DiscourseTester
          • Methods
            • nltk.DiscourseTester.__init__
            • nltk.DiscourseTester.add_background
            • nltk.DiscourseTester.add_sentence
            • nltk.DiscourseTester.background
            • nltk.DiscourseTester.expand_threads
            • nltk.DiscourseTester.grammar
            • nltk.DiscourseTester.models
            • nltk.DiscourseTester.multiply
            • nltk.DiscourseTester.readings
            • nltk.DiscourseTester.retract_sentence
            • nltk.DiscourseTester.sentences
        • nltk.DrtExpression
          • Methods
            • nltk.DrtExpression.applyto
            • nltk.DrtExpression.draw
            • nltk.DrtExpression.eliminate_equality
            • nltk.DrtExpression.equiv
            • nltk.DrtExpression.fromstring
            • nltk.DrtExpression.get_refs
            • nltk.DrtExpression.is_pronoun_function
            • nltk.DrtExpression.make_EqualityExpression
            • nltk.DrtExpression.make_VariableExpression
            • nltk.DrtExpression.pretty_format
            • nltk.DrtExpression.pretty_print
            • nltk.DrtExpression.resolve_anaphora
            • nltk.DrtExpression.typecheck
          • Attributes
            • nltk.DrtExpression.type
        • nltk.DrtGlueReadingCommand
          • Methods
            • nltk.DrtGlueReadingCommand.__init__
            • nltk.DrtGlueReadingCommand.combine_readings
            • nltk.DrtGlueReadingCommand.parse_to_readings
            • nltk.DrtGlueReadingCommand.process_thread
            • nltk.DrtGlueReadingCommand.to_fol
        • nltk.ELEProbDist
          • Methods
            • nltk.ELEProbDist.__init__
            • nltk.ELEProbDist.discount
            • nltk.ELEProbDist.freqdist
            • nltk.ELEProbDist.generate
            • nltk.ELEProbDist.logprob
            • nltk.ELEProbDist.max
            • nltk.ELEProbDist.prob
            • nltk.ELEProbDist.samples
            • nltk.ELEProbDist.unicode_repr
          • Attributes
            • nltk.ELEProbDist.SUM_TO_ONE
        • nltk.EarleyChartParser
          • Methods
            • nltk.EarleyChartParser.__init__
            • nltk.EarleyChartParser.chart_parse
            • nltk.EarleyChartParser.grammar
            • nltk.EarleyChartParser.parse
            • nltk.EarleyChartParser.parse_all
            • nltk.EarleyChartParser.parse_one
            • nltk.EarleyChartParser.parse_sents
        • nltk.Expression
          • Methods
            • nltk.Expression.applyto
            • nltk.Expression.constants
            • nltk.Expression.equiv
            • nltk.Expression.findtype
            • nltk.Expression.free
            • nltk.Expression.fromstring
            • nltk.Expression.make_VariableExpression
            • nltk.Expression.negate
            • nltk.Expression.normalize
            • nltk.Expression.predicates
            • nltk.Expression.replace
            • nltk.Expression.simplify
            • nltk.Expression.substitute_bindings
            • nltk.Expression.typecheck
            • nltk.Expression.unicode_repr
            • nltk.Expression.variables
            • nltk.Expression.visit
            • nltk.Expression.visit_structured
        • nltk.FStructure
          • Methods
            • nltk.FStructure.clear
            • nltk.FStructure.copy
            • nltk.FStructure.fromkeys
            • nltk.FStructure.get
            • nltk.FStructure.has_key
            • nltk.FStructure.items
            • nltk.FStructure.iteritems
            • nltk.FStructure.iterkeys
            • nltk.FStructure.itervalues
            • nltk.FStructure.keys
            • nltk.FStructure.pop
            • nltk.FStructure.popitem
            • nltk.FStructure.pretty_format
            • nltk.FStructure.read_depgraph
            • nltk.FStructure.safeappend
            • nltk.FStructure.setdefault
            • nltk.FStructure.to_depgraph
            • nltk.FStructure.to_glueformula_list
            • nltk.FStructure.unicode_repr
            • nltk.FStructure.update
            • nltk.FStructure.values
            • nltk.FStructure.viewitems
            • nltk.FStructure.viewkeys
            • nltk.FStructure.viewvalues
        • nltk.FeatDict
          • Methods
            • nltk.FeatDict.__init__
            • nltk.FeatDict.clear
            • nltk.FeatDict.copy
            • nltk.FeatDict.cyclic
            • nltk.FeatDict.equal_values
            • nltk.FeatDict.freeze
            • nltk.FeatDict.fromkeys
            • nltk.FeatDict.frozen
            • nltk.FeatDict.get
            • nltk.FeatDict.has_key
            • nltk.FeatDict.items
            • nltk.FeatDict.iteritems
            • nltk.FeatDict.iterkeys
            • nltk.FeatDict.itervalues
            • nltk.FeatDict.keys
            • nltk.FeatDict.pop
            • nltk.FeatDict.popitem
            • nltk.FeatDict.remove_variables
            • nltk.FeatDict.rename_variables
            • nltk.FeatDict.retract_bindings
            • nltk.FeatDict.setdefault
            • nltk.FeatDict.substitute_bindings
            • nltk.FeatDict.subsumes
            • nltk.FeatDict.unicode_repr
            • nltk.FeatDict.unify
            • nltk.FeatDict.update
            • nltk.FeatDict.values
            • nltk.FeatDict.variables
            • nltk.FeatDict.viewitems
            • nltk.FeatDict.viewkeys
            • nltk.FeatDict.viewvalues
            • nltk.FeatDict.walk
        • nltk.FeatList
          • Methods
            • nltk.FeatList.__init__
            • nltk.FeatList.append
            • nltk.FeatList.copy
            • nltk.FeatList.count
            • nltk.FeatList.cyclic
            • nltk.FeatList.equal_values
            • nltk.FeatList.extend
            • nltk.FeatList.freeze
            • nltk.FeatList.frozen
            • nltk.FeatList.index
            • nltk.FeatList.insert
            • nltk.FeatList.pop
            • nltk.FeatList.remove
            • nltk.FeatList.remove_variables
            • nltk.FeatList.rename_variables
            • nltk.FeatList.retract_bindings
            • nltk.FeatList.reverse
            • nltk.FeatList.sort
            • nltk.FeatList.substitute_bindings
            • nltk.FeatList.subsumes
            • nltk.FeatList.unify
            • nltk.FeatList.variables
            • nltk.FeatList.walk
        • nltk.FeatStruct
          • Methods
            • nltk.FeatStruct.copy
            • nltk.FeatStruct.cyclic
            • nltk.FeatStruct.equal_values
            • nltk.FeatStruct.freeze
            • nltk.FeatStruct.frozen
            • nltk.FeatStruct.remove_variables
            • nltk.FeatStruct.rename_variables
            • nltk.FeatStruct.retract_bindings
            • nltk.FeatStruct.substitute_bindings
            • nltk.FeatStruct.subsumes
            • nltk.FeatStruct.unify
            • nltk.FeatStruct.variables
            • nltk.FeatStruct.walk
        • nltk.FeatStructReader
          • Methods
            • nltk.FeatStructReader.__init__
            • nltk.FeatStructReader.fromstring
            • nltk.FeatStructReader.read_app_value
            • nltk.FeatStructReader.read_fstruct_value
            • nltk.FeatStructReader.read_int_value
            • nltk.FeatStructReader.read_logic_value
            • nltk.FeatStructReader.read_partial
            • nltk.FeatStructReader.read_set_value
            • nltk.FeatStructReader.read_str_value
            • nltk.FeatStructReader.read_sym_value
            • nltk.FeatStructReader.read_tuple_value
            • nltk.FeatStructReader.read_value
            • nltk.FeatStructReader.read_var_value
          • Attributes
            • nltk.FeatStructReader.VALUE_HANDLERS
        • nltk.Feature
          • Methods
            • nltk.Feature.__init__
            • nltk.Feature.read_value
            • nltk.Feature.unicode_repr
            • nltk.Feature.unify_base_values
          • Attributes
            • nltk.Feature.default
            • nltk.Feature.display
            • nltk.Feature.name
        • nltk.FeatureBottomUpChartParser
          • Methods
            • nltk.FeatureBottomUpChartParser.__init__
            • nltk.FeatureBottomUpChartParser.chart_parse
            • nltk.FeatureBottomUpChartParser.grammar
            • nltk.FeatureBottomUpChartParser.parse
            • nltk.FeatureBottomUpChartParser.parse_all
            • nltk.FeatureBottomUpChartParser.parse_one
            • nltk.FeatureBottomUpChartParser.parse_sents
        • nltk.FeatureBottomUpLeftCornerChartParser
          • Methods
            • nltk.FeatureBottomUpLeftCornerChartParser.__init__
            • nltk.FeatureBottomUpLeftCornerChartParser.chart_parse
            • nltk.FeatureBottomUpLeftCornerChartParser.grammar
            • nltk.FeatureBottomUpLeftCornerChartParser.parse
            • nltk.FeatureBottomUpLeftCornerChartParser.parse_all
            • nltk.FeatureBottomUpLeftCornerChartParser.parse_one
            • nltk.FeatureBottomUpLeftCornerChartParser.parse_sents
        • nltk.FeatureChartParser
          • Methods
            • nltk.FeatureChartParser.__init__
            • nltk.FeatureChartParser.chart_parse
            • nltk.FeatureChartParser.grammar
            • nltk.FeatureChartParser.parse
            • nltk.FeatureChartParser.parse_all
            • nltk.FeatureChartParser.parse_one
            • nltk.FeatureChartParser.parse_sents
        • nltk.FeatureEarleyChartParser
          • Methods
            • nltk.FeatureEarleyChartParser.__init__
            • nltk.FeatureEarleyChartParser.chart_parse
            • nltk.FeatureEarleyChartParser.grammar
            • nltk.FeatureEarleyChartParser.parse
            • nltk.FeatureEarleyChartParser.parse_all
            • nltk.FeatureEarleyChartParser.parse_one
            • nltk.FeatureEarleyChartParser.parse_sents
        • nltk.FeatureIncrementalBottomUpChartParser
          • Methods
            • nltk.FeatureIncrementalBottomUpChartParser.__init__
            • nltk.FeatureIncrementalBottomUpChartParser.chart_parse
            • nltk.FeatureIncrementalBottomUpChartParser.grammar
            • nltk.FeatureIncrementalBottomUpChartParser.parse
            • nltk.FeatureIncrementalBottomUpChartParser.parse_all
            • nltk.FeatureIncrementalBottomUpChartParser.parse_one
            • nltk.FeatureIncrementalBottomUpChartParser.parse_sents
        • nltk.FeatureIncrementalBottomUpLeftCornerChartParser
          • Methods
            • nltk.FeatureIncrementalBottomUpLeftCornerChartParser.__init__
            • nltk.FeatureIncrementalBottomUpLeftCornerChartParser.chart_parse
            • nltk.FeatureIncrementalBottomUpLeftCornerChartParser.grammar
            • nltk.FeatureIncrementalBottomUpLeftCornerChartParser.parse
            • nltk.FeatureIncrementalBottomUpLeftCornerChartParser.parse_all
            • nltk.FeatureIncrementalBottomUpLeftCornerChartParser.parse_one
            • nltk.FeatureIncrementalBottomUpLeftCornerChartParser.parse_sents
        • nltk.FeatureIncrementalChartParser
          • Methods
            • nltk.FeatureIncrementalChartParser.__init__
            • nltk.FeatureIncrementalChartParser.chart_parse
            • nltk.FeatureIncrementalChartParser.grammar
            • nltk.FeatureIncrementalChartParser.parse
            • nltk.FeatureIncrementalChartParser.parse_all
            • nltk.FeatureIncrementalChartParser.parse_one
            • nltk.FeatureIncrementalChartParser.parse_sents
        • nltk.FeatureIncrementalTopDownChartParser
          • Methods
            • nltk.FeatureIncrementalTopDownChartParser.__init__
            • nltk.FeatureIncrementalTopDownChartParser.chart_parse
            • nltk.FeatureIncrementalTopDownChartParser.grammar
            • nltk.FeatureIncrementalTopDownChartParser.parse
            • nltk.FeatureIncrementalTopDownChartParser.parse_all
            • nltk.FeatureIncrementalTopDownChartParser.parse_one
            • nltk.FeatureIncrementalTopDownChartParser.parse_sents
        • nltk.FeatureTopDownChartParser
          • Methods
            • nltk.FeatureTopDownChartParser.__init__
            • nltk.FeatureTopDownChartParser.chart_parse
            • nltk.FeatureTopDownChartParser.grammar
            • nltk.FeatureTopDownChartParser.parse
            • nltk.FeatureTopDownChartParser.parse_all
            • nltk.FeatureTopDownChartParser.parse_one
            • nltk.FeatureTopDownChartParser.parse_sents
        • nltk.FreqDist
          • Methods
            • nltk.FreqDist.B
            • nltk.FreqDist.N
            • nltk.FreqDist.Nr
            • nltk.FreqDist.__init__
            • nltk.FreqDist.clear
            • nltk.FreqDist.copy
            • nltk.FreqDist.elements
            • nltk.FreqDist.freq
            • nltk.FreqDist.fromkeys
            • nltk.FreqDist.get
            • nltk.FreqDist.hapaxes
            • nltk.FreqDist.has_key
            • nltk.FreqDist.items
            • nltk.FreqDist.iteritems
            • nltk.FreqDist.iterkeys
            • nltk.FreqDist.itervalues
            • nltk.FreqDist.keys
            • nltk.FreqDist.max
            • nltk.FreqDist.most_common
            • nltk.FreqDist.pformat
            • nltk.FreqDist.plot
            • nltk.FreqDist.pop
            • nltk.FreqDist.popitem
            • nltk.FreqDist.pprint
            • nltk.FreqDist.r_Nr
            • nltk.FreqDist.setdefault
            • nltk.FreqDist.subtract
            • nltk.FreqDist.tabulate
            • nltk.FreqDist.unicode_repr
            • nltk.FreqDist.update
            • nltk.FreqDist.values
            • nltk.FreqDist.viewitems
            • nltk.FreqDist.viewkeys
            • nltk.FreqDist.viewvalues
        • nltk.HTTPPasswordMgrWithDefaultRealm
          • Methods
            • nltk.HTTPPasswordMgrWithDefaultRealm.__init__
            • nltk.HTTPPasswordMgrWithDefaultRealm.add_password
            • nltk.HTTPPasswordMgrWithDefaultRealm.find_user_password
            • nltk.HTTPPasswordMgrWithDefaultRealm.is_suburi
            • nltk.HTTPPasswordMgrWithDefaultRealm.reduce_uri
        • nltk.HeldoutProbDist
          • Methods
            • nltk.HeldoutProbDist.__init__
            • nltk.HeldoutProbDist.base_fdist
            • nltk.HeldoutProbDist.discount
            • nltk.HeldoutProbDist.generate
            • nltk.HeldoutProbDist.heldout_fdist
            • nltk.HeldoutProbDist.logprob
            • nltk.HeldoutProbDist.max
            • nltk.HeldoutProbDist.prob
            • nltk.HeldoutProbDist.samples
            • nltk.HeldoutProbDist.unicode_repr
          • Attributes
            • nltk.HeldoutProbDist.SUM_TO_ONE
        • nltk.HiddenMarkovModelTagger
          • Methods
            • nltk.HiddenMarkovModelTagger.__init__
            • nltk.HiddenMarkovModelTagger.best_path
            • nltk.HiddenMarkovModelTagger.best_path_simple
            • nltk.HiddenMarkovModelTagger.entropy
            • nltk.HiddenMarkovModelTagger.evaluate
            • nltk.HiddenMarkovModelTagger.log_probability
            • nltk.HiddenMarkovModelTagger.point_entropy
            • nltk.HiddenMarkovModelTagger.probability
            • nltk.HiddenMarkovModelTagger.random_sample
            • nltk.HiddenMarkovModelTagger.reset_cache
            • nltk.HiddenMarkovModelTagger.tag
            • nltk.HiddenMarkovModelTagger.tag_sents
            • nltk.HiddenMarkovModelTagger.test
            • nltk.HiddenMarkovModelTagger.train
            • nltk.HiddenMarkovModelTagger.unicode_repr
        • nltk.HiddenMarkovModelTrainer
          • Methods
            • nltk.HiddenMarkovModelTrainer.__init__
            • nltk.HiddenMarkovModelTrainer.train
            • nltk.HiddenMarkovModelTrainer.train_supervised
            • nltk.HiddenMarkovModelTrainer.train_unsupervised
        • nltk.HunposTagger
          • Methods
            • nltk.HunposTagger.__init__
            • nltk.HunposTagger.close
            • nltk.HunposTagger.evaluate
            • nltk.HunposTagger.tag
            • nltk.HunposTagger.tag_sents
        • nltk.IBMModel
          • Methods
            • nltk.IBMModel.__init__
            • nltk.IBMModel.best_model2_alignment
            • nltk.IBMModel.hillclimb
            • nltk.IBMModel.init_vocab
            • nltk.IBMModel.maximize_fertility_probabilities
            • nltk.IBMModel.maximize_lexical_translation_probabilities
            • nltk.IBMModel.maximize_null_generation_probabilities
            • nltk.IBMModel.neighboring
            • nltk.IBMModel.prob_of_alignments
            • nltk.IBMModel.prob_t_a_given_s
            • nltk.IBMModel.reset_probabilities
            • nltk.IBMModel.sample
            • nltk.IBMModel.set_uniform_probabilities
          • Attributes
            • nltk.IBMModel.MIN_PROB
        • nltk.IBMModel1
          • Methods
            • nltk.IBMModel1.__init__
            • nltk.IBMModel1.best_model2_alignment
            • nltk.IBMModel1.hillclimb
            • nltk.IBMModel1.init_vocab
            • nltk.IBMModel1.maximize_fertility_probabilities
            • nltk.IBMModel1.maximize_lexical_translation_probabilities
            • nltk.IBMModel1.maximize_null_generation_probabilities
            • nltk.IBMModel1.neighboring
            • nltk.IBMModel1.prob_alignment_point
            • nltk.IBMModel1.prob_all_alignments
            • nltk.IBMModel1.prob_of_alignments
            • nltk.IBMModel1.prob_t_a_given_s
            • nltk.IBMModel1.reset_probabilities
            • nltk.IBMModel1.sample
            • nltk.IBMModel1.set_uniform_probabilities
            • nltk.IBMModel1.train
          • Attributes
            • nltk.IBMModel1.MIN_PROB
        • nltk.IBMModel2
          • Methods
            • nltk.IBMModel2.__init__
            • nltk.IBMModel2.best_model2_alignment
            • nltk.IBMModel2.hillclimb
            • nltk.IBMModel2.init_vocab
            • nltk.IBMModel2.maximize_alignment_probabilities
            • nltk.IBMModel2.maximize_fertility_probabilities
            • nltk.IBMModel2.maximize_lexical_translation_probabilities
            • nltk.IBMModel2.maximize_null_generation_probabilities
            • nltk.IBMModel2.neighboring
            • nltk.IBMModel2.prob_alignment_point
            • nltk.IBMModel2.prob_all_alignments
            • nltk.IBMModel2.prob_of_alignments
            • nltk.IBMModel2.prob_t_a_given_s
            • nltk.IBMModel2.reset_probabilities
            • nltk.IBMModel2.sample
            • nltk.IBMModel2.set_uniform_probabilities
            • nltk.IBMModel2.train
          • Attributes
            • nltk.IBMModel2.MIN_PROB
        • nltk.IBMModel3
          • Methods
            • nltk.IBMModel3.__init__
            • nltk.IBMModel3.best_model2_alignment
            • nltk.IBMModel3.hillclimb
            • nltk.IBMModel3.init_vocab
            • nltk.IBMModel3.maximize_distortion_probabilities
            • nltk.IBMModel3.maximize_fertility_probabilities
            • nltk.IBMModel3.maximize_lexical_translation_probabilities
            • nltk.IBMModel3.maximize_null_generation_probabilities
            • nltk.IBMModel3.neighboring
            • nltk.IBMModel3.prob_of_alignments
            • nltk.IBMModel3.prob_t_a_given_s
            • nltk.IBMModel3.reset_probabilities
            • nltk.IBMModel3.sample
            • nltk.IBMModel3.set_uniform_probabilities
            • nltk.IBMModel3.train
          • Attributes
            • nltk.IBMModel3.MIN_PROB
        • nltk.IBMModel4
          • Methods
            • nltk.IBMModel4.__init__
            • nltk.IBMModel4.best_model2_alignment
            • nltk.IBMModel4.hillclimb
            • nltk.IBMModel4.init_vocab
            • nltk.IBMModel4.maximize_distortion_probabilities
            • nltk.IBMModel4.maximize_fertility_probabilities
            • nltk.IBMModel4.maximize_lexical_translation_probabilities
            • nltk.IBMModel4.maximize_null_generation_probabilities
            • nltk.IBMModel4.model4_prob_t_a_given_s
            • nltk.IBMModel4.neighboring
            • nltk.IBMModel4.prob_of_alignments
            • nltk.IBMModel4.prob_t_a_given_s
            • nltk.IBMModel4.reset_probabilities
            • nltk.IBMModel4.sample
            • nltk.IBMModel4.set_uniform_probabilities
            • nltk.IBMModel4.train
          • Attributes
            • nltk.IBMModel4.MIN_PROB
        • nltk.IBMModel5
          • Methods
            • nltk.IBMModel5.__init__
            • nltk.IBMModel5.best_model2_alignment
            • nltk.IBMModel5.hillclimb
            • nltk.IBMModel5.init_vocab
            • nltk.IBMModel5.maximize_fertility_probabilities
            • nltk.IBMModel5.maximize_lexical_translation_probabilities
            • nltk.IBMModel5.maximize_null_generation_probabilities
            • nltk.IBMModel5.maximize_vacancy_probabilities
            • nltk.IBMModel5.neighboring
            • nltk.IBMModel5.prob_of_alignments
            • nltk.IBMModel5.prob_t_a_given_s
            • nltk.IBMModel5.prune
            • nltk.IBMModel5.reset_probabilities
            • nltk.IBMModel5.sample
            • nltk.IBMModel5.set_uniform_probabilities
            • nltk.IBMModel5.train
          • Attributes
            • nltk.IBMModel5.MIN_PROB
            • nltk.IBMModel5.MIN_SCORE_FACTOR
        • nltk.ISRIStemmer
          • Methods
            • nltk.ISRIStemmer.__init__
            • nltk.ISRIStemmer.end_w5
            • nltk.ISRIStemmer.end_w6
            • nltk.ISRIStemmer.norm
            • nltk.ISRIStemmer.pre1
            • nltk.ISRIStemmer.pre32
            • nltk.ISRIStemmer.pro_w4
            • nltk.ISRIStemmer.pro_w53
            • nltk.ISRIStemmer.pro_w54
            • nltk.ISRIStemmer.pro_w6
            • nltk.ISRIStemmer.pro_w64
            • nltk.ISRIStemmer.stem
            • nltk.ISRIStemmer.suf1
            • nltk.ISRIStemmer.suf32
            • nltk.ISRIStemmer.waw
        • nltk.ImmutableMultiParentedTree
          • Methods
            • nltk.ImmutableMultiParentedTree.__init__
            • nltk.ImmutableMultiParentedTree.append
            • nltk.ImmutableMultiParentedTree.chomsky_normal_form
            • nltk.ImmutableMultiParentedTree.collapse_unary
            • nltk.ImmutableMultiParentedTree.convert
            • nltk.ImmutableMultiParentedTree.copy
            • nltk.ImmutableMultiParentedTree.count
            • nltk.ImmutableMultiParentedTree.draw
            • nltk.ImmutableMultiParentedTree.extend
            • nltk.ImmutableMultiParentedTree.flatten
            • nltk.ImmutableMultiParentedTree.freeze
            • nltk.ImmutableMultiParentedTree.fromstring
            • nltk.ImmutableMultiParentedTree.height
            • nltk.ImmutableMultiParentedTree.index
            • nltk.ImmutableMultiParentedTree.insert
            • nltk.ImmutableMultiParentedTree.label
            • nltk.ImmutableMultiParentedTree.leaf_treeposition
            • nltk.ImmutableMultiParentedTree.leaves
            • nltk.ImmutableMultiParentedTree.left_siblings
            • nltk.ImmutableMultiParentedTree.parent_indices
            • nltk.ImmutableMultiParentedTree.parents
            • nltk.ImmutableMultiParentedTree.pformat
            • nltk.ImmutableMultiParentedTree.pformat_latex_qtree
            • nltk.ImmutableMultiParentedTree.pop
            • nltk.ImmutableMultiParentedTree.pos
            • nltk.ImmutableMultiParentedTree.pprint
            • nltk.ImmutableMultiParentedTree.pretty_print
            • nltk.ImmutableMultiParentedTree.productions
            • nltk.ImmutableMultiParentedTree.remove
            • nltk.ImmutableMultiParentedTree.reverse
            • nltk.ImmutableMultiParentedTree.right_siblings
            • nltk.ImmutableMultiParentedTree.roots
            • nltk.ImmutableMultiParentedTree.set_label
            • nltk.ImmutableMultiParentedTree.sort
            • nltk.ImmutableMultiParentedTree.subtrees
            • nltk.ImmutableMultiParentedTree.treeposition_spanning_leaves
            • nltk.ImmutableMultiParentedTree.treepositions
            • nltk.ImmutableMultiParentedTree.un_chomsky_normal_form
            • nltk.ImmutableMultiParentedTree.unicode_repr
          • Attributes
            • nltk.ImmutableMultiParentedTree.node
        • nltk.ImmutableParentedTree
          • Methods
            • nltk.ImmutableParentedTree.__init__
            • nltk.ImmutableParentedTree.append
            • nltk.ImmutableParentedTree.chomsky_normal_form
            • nltk.ImmutableParentedTree.collapse_unary
            • nltk.ImmutableParentedTree.convert
            • nltk.ImmutableParentedTree.copy
            • nltk.ImmutableParentedTree.count
            • nltk.ImmutableParentedTree.draw
            • nltk.ImmutableParentedTree.extend
            • nltk.ImmutableParentedTree.flatten
            • nltk.ImmutableParentedTree.freeze
            • nltk.ImmutableParentedTree.fromstring
            • nltk.ImmutableParentedTree.height
            • nltk.ImmutableParentedTree.index
            • nltk.ImmutableParentedTree.insert
            • nltk.ImmutableParentedTree.label
            • nltk.ImmutableParentedTree.leaf_treeposition
            • nltk.ImmutableParentedTree.leaves
            • nltk.ImmutableParentedTree.left_sibling
            • nltk.ImmutableParentedTree.parent
            • nltk.ImmutableParentedTree.parent_index
            • nltk.ImmutableParentedTree.pformat
            • nltk.ImmutableParentedTree.pformat_latex_qtree
            • nltk.ImmutableParentedTree.pop
            • nltk.ImmutableParentedTree.pos
            • nltk.ImmutableParentedTree.pprint
            • nltk.ImmutableParentedTree.pretty_print
            • nltk.ImmutableParentedTree.productions
            • nltk.ImmutableParentedTree.remove
            • nltk.ImmutableParentedTree.reverse
            • nltk.ImmutableParentedTree.right_sibling
            • nltk.ImmutableParentedTree.root
            • nltk.ImmutableParentedTree.set_label
            • nltk.ImmutableParentedTree.sort
            • nltk.ImmutableParentedTree.subtrees
            • nltk.ImmutableParentedTree.treeposition
            • nltk.ImmutableParentedTree.treeposition_spanning_leaves
            • nltk.ImmutableParentedTree.treepositions
            • nltk.ImmutableParentedTree.un_chomsky_normal_form
            • nltk.ImmutableParentedTree.unicode_repr
          • Attributes
            • nltk.ImmutableParentedTree.node
        • nltk.ImmutableProbabilisticMixIn
          • Methods
            • nltk.ImmutableProbabilisticMixIn.__init__
            • nltk.ImmutableProbabilisticMixIn.logprob
            • nltk.ImmutableProbabilisticMixIn.prob
            • nltk.ImmutableProbabilisticMixIn.set_logprob
            • nltk.ImmutableProbabilisticMixIn.set_prob
        • nltk.ImmutableProbabilisticTree
          • Methods
            • nltk.ImmutableProbabilisticTree.__init__
            • nltk.ImmutableProbabilisticTree.append
            • nltk.ImmutableProbabilisticTree.chomsky_normal_form
            • nltk.ImmutableProbabilisticTree.collapse_unary
            • nltk.ImmutableProbabilisticTree.convert
            • nltk.ImmutableProbabilisticTree.copy
            • nltk.ImmutableProbabilisticTree.count
            • nltk.ImmutableProbabilisticTree.draw
            • nltk.ImmutableProbabilisticTree.extend
            • nltk.ImmutableProbabilisticTree.flatten
            • nltk.ImmutableProbabilisticTree.freeze
            • nltk.ImmutableProbabilisticTree.fromstring
            • nltk.ImmutableProbabilisticTree.height
            • nltk.ImmutableProbabilisticTree.index
            • nltk.ImmutableProbabilisticTree.insert
            • nltk.ImmutableProbabilisticTree.label
            • nltk.ImmutableProbabilisticTree.leaf_treeposition
            • nltk.ImmutableProbabilisticTree.leaves
            • nltk.ImmutableProbabilisticTree.logprob
            • nltk.ImmutableProbabilisticTree.pformat
            • nltk.ImmutableProbabilisticTree.pformat_latex_qtree
            • nltk.ImmutableProbabilisticTree.pop
            • nltk.ImmutableProbabilisticTree.pos
            • nltk.ImmutableProbabilisticTree.pprint
            • nltk.ImmutableProbabilisticTree.pretty_print
            • nltk.ImmutableProbabilisticTree.prob
            • nltk.ImmutableProbabilisticTree.productions
            • nltk.ImmutableProbabilisticTree.remove
            • nltk.ImmutableProbabilisticTree.reverse
            • nltk.ImmutableProbabilisticTree.set_label
            • nltk.ImmutableProbabilisticTree.set_logprob
            • nltk.ImmutableProbabilisticTree.set_prob
            • nltk.ImmutableProbabilisticTree.sort
            • nltk.ImmutableProbabilisticTree.subtrees
            • nltk.ImmutableProbabilisticTree.treeposition_spanning_leaves
            • nltk.ImmutableProbabilisticTree.treepositions
            • nltk.ImmutableProbabilisticTree.un_chomsky_normal_form
            • nltk.ImmutableProbabilisticTree.unicode_repr
          • Attributes
            • nltk.ImmutableProbabilisticTree.node
        • nltk.ImmutableTree
          • Methods
            • nltk.ImmutableTree.__init__
            • nltk.ImmutableTree.append
            • nltk.ImmutableTree.chomsky_normal_form
            • nltk.ImmutableTree.collapse_unary
            • nltk.ImmutableTree.convert
            • nltk.ImmutableTree.copy
            • nltk.ImmutableTree.count
            • nltk.ImmutableTree.draw
            • nltk.ImmutableTree.extend
            • nltk.ImmutableTree.flatten
            • nltk.ImmutableTree.freeze
            • nltk.ImmutableTree.fromstring
            • nltk.ImmutableTree.height
            • nltk.ImmutableTree.index
            • nltk.ImmutableTree.insert
            • nltk.ImmutableTree.label
            • nltk.ImmutableTree.leaf_treeposition
            • nltk.ImmutableTree.leaves
            • nltk.ImmutableTree.pformat
            • nltk.ImmutableTree.pformat_latex_qtree
            • nltk.ImmutableTree.pop
            • nltk.ImmutableTree.pos
            • nltk.ImmutableTree.pprint
            • nltk.ImmutableTree.pretty_print
            • nltk.ImmutableTree.productions
            • nltk.ImmutableTree.remove
            • nltk.ImmutableTree.reverse
            • nltk.ImmutableTree.set_label
            • nltk.ImmutableTree.sort
            • nltk.ImmutableTree.subtrees
            • nltk.ImmutableTree.treeposition_spanning_leaves
            • nltk.ImmutableTree.treepositions
            • nltk.ImmutableTree.un_chomsky_normal_form
            • nltk.ImmutableTree.unicode_repr
          • Attributes
            • nltk.ImmutableTree.node
        • nltk.IncrementalBottomUpChartParser
          • Methods
            • nltk.IncrementalBottomUpChartParser.__init__
            • nltk.IncrementalBottomUpChartParser.chart_parse
            • nltk.IncrementalBottomUpChartParser.grammar
            • nltk.IncrementalBottomUpChartParser.parse
            • nltk.IncrementalBottomUpChartParser.parse_all
            • nltk.IncrementalBottomUpChartParser.parse_one
            • nltk.IncrementalBottomUpChartParser.parse_sents
        • nltk.IncrementalBottomUpLeftCornerChartParser
          • Methods
            • nltk.IncrementalBottomUpLeftCornerChartParser.__init__
            • nltk.IncrementalBottomUpLeftCornerChartParser.chart_parse
            • nltk.IncrementalBottomUpLeftCornerChartParser.grammar
            • nltk.IncrementalBottomUpLeftCornerChartParser.parse
            • nltk.IncrementalBottomUpLeftCornerChartParser.parse_all
            • nltk.IncrementalBottomUpLeftCornerChartParser.parse_one
            • nltk.IncrementalBottomUpLeftCornerChartParser.parse_sents
        • nltk.IncrementalChartParser
          • Methods
            • nltk.IncrementalChartParser.__init__
            • nltk.IncrementalChartParser.chart_parse
            • nltk.IncrementalChartParser.grammar
            • nltk.IncrementalChartParser.parse
            • nltk.IncrementalChartParser.parse_all
            • nltk.IncrementalChartParser.parse_one
            • nltk.IncrementalChartParser.parse_sents
        • nltk.IncrementalLeftCornerChartParser
          • Methods
            • nltk.IncrementalLeftCornerChartParser.__init__
            • nltk.IncrementalLeftCornerChartParser.chart_parse
            • nltk.IncrementalLeftCornerChartParser.grammar
            • nltk.IncrementalLeftCornerChartParser.parse
            • nltk.IncrementalLeftCornerChartParser.parse_all
            • nltk.IncrementalLeftCornerChartParser.parse_one
            • nltk.IncrementalLeftCornerChartParser.parse_sents
        • nltk.IncrementalTopDownChartParser
          • Methods
            • nltk.IncrementalTopDownChartParser.__init__
            • nltk.IncrementalTopDownChartParser.chart_parse
            • nltk.IncrementalTopDownChartParser.grammar
            • nltk.IncrementalTopDownChartParser.parse
            • nltk.IncrementalTopDownChartParser.parse_all
            • nltk.IncrementalTopDownChartParser.parse_one
            • nltk.IncrementalTopDownChartParser.parse_sents
        • nltk.Index
          • Methods
            • nltk.Index.__init__
            • nltk.Index.clear
            • nltk.Index.copy
            • nltk.Index.fromkeys
            • nltk.Index.get
            • nltk.Index.has_key
            • nltk.Index.items
            • nltk.Index.iteritems
            • nltk.Index.iterkeys
            • nltk.Index.itervalues
            • nltk.Index.keys
            • nltk.Index.pop
            • nltk.Index.popitem
            • nltk.Index.setdefault
            • nltk.Index.update
            • nltk.Index.values
            • nltk.Index.viewitems
            • nltk.Index.viewkeys
            • nltk.Index.viewvalues
          • Attributes
            • nltk.Index.default_factory
        • nltk.InsideChartParser
          • Methods
            • nltk.InsideChartParser.__init__
            • nltk.InsideChartParser.grammar
            • nltk.InsideChartParser.parse
            • nltk.InsideChartParser.parse_all
            • nltk.InsideChartParser.parse_one
            • nltk.InsideChartParser.parse_sents
            • nltk.InsideChartParser.sort_queue
            • nltk.InsideChartParser.trace
        • nltk.JSONTaggedDecoder
          • Methods
            • nltk.JSONTaggedDecoder.__init__
            • nltk.JSONTaggedDecoder.decode
            • nltk.JSONTaggedDecoder.decode_obj
            • nltk.JSONTaggedDecoder.raw_decode
        • nltk.JSONTaggedEncoder
          • Methods
            • nltk.JSONTaggedEncoder.__init__
            • nltk.JSONTaggedEncoder.default
            • nltk.JSONTaggedEncoder.encode
            • nltk.JSONTaggedEncoder.iterencode
          • Attributes
            • nltk.JSONTaggedEncoder.item_separator
            • nltk.JSONTaggedEncoder.key_separator
        • nltk.KneserNeyProbDist
          • Methods
            • nltk.KneserNeyProbDist.__init__
            • nltk.KneserNeyProbDist.discount
            • nltk.KneserNeyProbDist.generate
            • nltk.KneserNeyProbDist.logprob
            • nltk.KneserNeyProbDist.max
            • nltk.KneserNeyProbDist.prob
            • nltk.KneserNeyProbDist.samples
            • nltk.KneserNeyProbDist.set_discount
            • nltk.KneserNeyProbDist.unicode_repr
          • Attributes
            • nltk.KneserNeyProbDist.SUM_TO_ONE
        • nltk.LancasterStemmer
          • Methods
            • nltk.LancasterStemmer.__init__
            • nltk.LancasterStemmer.parseRules
            • nltk.LancasterStemmer.stem
            • nltk.LancasterStemmer.unicode_repr
          • Attributes
            • nltk.LancasterStemmer.rule_tuple
        • nltk.LaplaceProbDist
          • Methods
            • nltk.LaplaceProbDist.__init__
            • nltk.LaplaceProbDist.discount
            • nltk.LaplaceProbDist.freqdist
            • nltk.LaplaceProbDist.generate
            • nltk.LaplaceProbDist.logprob
            • nltk.LaplaceProbDist.max
            • nltk.LaplaceProbDist.prob
            • nltk.LaplaceProbDist.samples
            • nltk.LaplaceProbDist.unicode_repr
          • Attributes
            • nltk.LaplaceProbDist.SUM_TO_ONE
        • nltk.LazyConcatenation
          • Methods
            • nltk.LazyConcatenation.__init__
            • nltk.LazyConcatenation.count
            • nltk.LazyConcatenation.index
            • nltk.LazyConcatenation.iterate_from
            • nltk.LazyConcatenation.unicode_repr
        • nltk.LazyEnumerate
          • Methods
            • nltk.LazyEnumerate.__init__
            • nltk.LazyEnumerate.count
            • nltk.LazyEnumerate.index
            • nltk.LazyEnumerate.iterate_from
            • nltk.LazyEnumerate.unicode_repr
        • nltk.LazyMap
          • Methods
            • nltk.LazyMap.__init__
            • nltk.LazyMap.count
            • nltk.LazyMap.index
            • nltk.LazyMap.iterate_from
            • nltk.LazyMap.unicode_repr
        • nltk.LazySubsequence
          • Methods
            • nltk.LazySubsequence.__init__
            • nltk.LazySubsequence.count
            • nltk.LazySubsequence.index
            • nltk.LazySubsequence.iterate_from
            • nltk.LazySubsequence.unicode_repr
          • Attributes
            • nltk.LazySubsequence.MIN_SIZE
        • nltk.LazyZip
          • Methods
            • nltk.LazyZip.__init__
            • nltk.LazyZip.count
            • nltk.LazyZip.index
            • nltk.LazyZip.iterate_from
            • nltk.LazyZip.unicode_repr
        • nltk.LeftCornerChartParser
          • Methods
            • nltk.LeftCornerChartParser.__init__
            • nltk.LeftCornerChartParser.chart_parse
            • nltk.LeftCornerChartParser.grammar
            • nltk.LeftCornerChartParser.parse
            • nltk.LeftCornerChartParser.parse_all
            • nltk.LeftCornerChartParser.parse_one
            • nltk.LeftCornerChartParser.parse_sents
        • nltk.LidstoneProbDist
          • Methods
            • nltk.LidstoneProbDist.__init__
            • nltk.LidstoneProbDist.discount
            • nltk.LidstoneProbDist.freqdist
            • nltk.LidstoneProbDist.generate
            • nltk.LidstoneProbDist.logprob
            • nltk.LidstoneProbDist.max
            • nltk.LidstoneProbDist.prob
            • nltk.LidstoneProbDist.samples
            • nltk.LidstoneProbDist.unicode_repr
          • Attributes
            • nltk.LidstoneProbDist.SUM_TO_ONE
        • nltk.LineTokenizer
          • Methods
            • nltk.LineTokenizer.__init__
            • nltk.LineTokenizer.span_tokenize
            • nltk.LineTokenizer.span_tokenize_sents
            • nltk.LineTokenizer.tokenize
            • nltk.LineTokenizer.tokenize_sents
        • nltk.LongestChartParser
          • Methods
            • nltk.LongestChartParser.__init__
            • nltk.LongestChartParser.grammar
            • nltk.LongestChartParser.parse
            • nltk.LongestChartParser.parse_all
            • nltk.LongestChartParser.parse_one
            • nltk.LongestChartParser.parse_sents
            • nltk.LongestChartParser.sort_queue
            • nltk.LongestChartParser.trace
        • nltk.MLEProbDist
          • Methods
            • nltk.MLEProbDist.__init__
            • nltk.MLEProbDist.discount
            • nltk.MLEProbDist.freqdist
            • nltk.MLEProbDist.generate
            • nltk.MLEProbDist.logprob
            • nltk.MLEProbDist.max
            • nltk.MLEProbDist.prob
            • nltk.MLEProbDist.samples
            • nltk.MLEProbDist.unicode_repr
          • Attributes
            • nltk.MLEProbDist.SUM_TO_ONE
        • nltk.MWETokenizer
          • Methods
            • nltk.MWETokenizer.__init__
            • nltk.MWETokenizer.add_mwe
            • nltk.MWETokenizer.span_tokenize
            • nltk.MWETokenizer.span_tokenize_sents
            • nltk.MWETokenizer.tokenize
            • nltk.MWETokenizer.tokenize_sents
        • nltk.Mace
          • Methods
            • nltk.Mace.__init__
            • nltk.Mace.binary_locations
            • nltk.Mace.build_model
            • nltk.Mace.config_prover9
            • nltk.Mace.prover9_input
        • nltk.MaceCommand
          • Methods
            • nltk.MaceCommand.__init__
            • nltk.MaceCommand.add_assumptions
            • nltk.MaceCommand.assumptions
            • nltk.MaceCommand.build_model
            • nltk.MaceCommand.get_model_builder
            • nltk.MaceCommand.goal
            • nltk.MaceCommand.model
            • nltk.MaceCommand.print_assumptions
            • nltk.MaceCommand.retract_assumptions
          • Attributes
            • nltk.MaceCommand.valuation
        • nltk.MaltParser
          • Methods
            • nltk.MaltParser.__init__
            • nltk.MaltParser.generate_malt_command
            • nltk.MaltParser.grammar
            • nltk.MaltParser.parse
            • nltk.MaltParser.parse_all
            • nltk.MaltParser.parse_one
            • nltk.MaltParser.parse_sents
            • nltk.MaltParser.parse_tagged_sents
            • nltk.MaltParser.train
            • nltk.MaltParser.train_from_file
        • nltk.MaxentClassifier
          • Methods
            • nltk.MaxentClassifier.__init__
            • nltk.MaxentClassifier.classify
            • nltk.MaxentClassifier.classify_many
            • nltk.MaxentClassifier.explain
            • nltk.MaxentClassifier.labels
            • nltk.MaxentClassifier.prob_classify
            • nltk.MaxentClassifier.prob_classify_many
            • nltk.MaxentClassifier.set_weights
            • nltk.MaxentClassifier.show_most_informative_features
            • nltk.MaxentClassifier.train
            • nltk.MaxentClassifier.unicode_repr
            • nltk.MaxentClassifier.weights
          • Attributes
            • nltk.MaxentClassifier.ALGORITHMS
        • nltk.Model
          • Methods
            • nltk.Model.__init__
            • nltk.Model.evaluate
            • nltk.Model.i
            • nltk.Model.satisfiers
            • nltk.Model.satisfy
            • nltk.Model.unicode_repr
        • nltk.MultiClassifierI
          • Methods
            • nltk.MultiClassifierI.classify
            • nltk.MultiClassifierI.classify_many
            • nltk.MultiClassifierI.labels
            • nltk.MultiClassifierI.prob_classify
            • nltk.MultiClassifierI.prob_classify_many
        • nltk.MultiParentedTree
          • Methods
            • nltk.MultiParentedTree.__init__
            • nltk.MultiParentedTree.append
            • nltk.MultiParentedTree.chomsky_normal_form
            • nltk.MultiParentedTree.collapse_unary
            • nltk.MultiParentedTree.convert
            • nltk.MultiParentedTree.copy
            • nltk.MultiParentedTree.count
            • nltk.MultiParentedTree.draw
            • nltk.MultiParentedTree.extend
            • nltk.MultiParentedTree.flatten
            • nltk.MultiParentedTree.freeze
            • nltk.MultiParentedTree.fromstring
            • nltk.MultiParentedTree.height
            • nltk.MultiParentedTree.index
            • nltk.MultiParentedTree.insert
            • nltk.MultiParentedTree.label
            • nltk.MultiParentedTree.leaf_treeposition
            • nltk.MultiParentedTree.leaves
            • nltk.MultiParentedTree.left_siblings
            • nltk.MultiParentedTree.parent_indices
            • nltk.MultiParentedTree.parents
            • nltk.MultiParentedTree.pformat
            • nltk.MultiParentedTree.pformat_latex_qtree
            • nltk.MultiParentedTree.pop
            • nltk.MultiParentedTree.pos
            • nltk.MultiParentedTree.pprint
            • nltk.MultiParentedTree.pretty_print
            • nltk.MultiParentedTree.productions
            • nltk.MultiParentedTree.remove
            • nltk.MultiParentedTree.reverse
            • nltk.MultiParentedTree.right_siblings
            • nltk.MultiParentedTree.roots
            • nltk.MultiParentedTree.set_label
            • nltk.MultiParentedTree.sort
            • nltk.MultiParentedTree.subtrees
            • nltk.MultiParentedTree.treeposition_spanning_leaves
            • nltk.MultiParentedTree.treepositions
            • nltk.MultiParentedTree.un_chomsky_normal_form
            • nltk.MultiParentedTree.unicode_repr
          • Attributes
            • nltk.MultiParentedTree.node
        • nltk.MutableProbDist
          • Methods
            • nltk.MutableProbDist.__init__
            • nltk.MutableProbDist.discount
            • nltk.MutableProbDist.generate
            • nltk.MutableProbDist.logprob
            • nltk.MutableProbDist.max
            • nltk.MutableProbDist.prob
            • nltk.MutableProbDist.samples
            • nltk.MutableProbDist.update
          • Attributes
            • nltk.MutableProbDist.SUM_TO_ONE
        • nltk.NaiveBayesClassifier
          • Methods
            • nltk.NaiveBayesClassifier.__init__
            • nltk.NaiveBayesClassifier.classify
            • nltk.NaiveBayesClassifier.classify_many
            • nltk.NaiveBayesClassifier.labels
            • nltk.NaiveBayesClassifier.most_informative_features
            • nltk.NaiveBayesClassifier.prob_classify
            • nltk.NaiveBayesClassifier.prob_classify_many
            • nltk.NaiveBayesClassifier.show_most_informative_features
            • nltk.NaiveBayesClassifier.train
        • nltk.NaiveBayesDependencyScorer
          • Methods
            • nltk.NaiveBayesDependencyScorer.__init__
            • nltk.NaiveBayesDependencyScorer.score
            • nltk.NaiveBayesDependencyScorer.train
        • nltk.NgramAssocMeasures
          • Methods
            • nltk.NgramAssocMeasures.chi_sq
            • nltk.NgramAssocMeasures.jaccard
            • nltk.NgramAssocMeasures.likelihood_ratio
            • nltk.NgramAssocMeasures.mi_like
            • nltk.NgramAssocMeasures.pmi
            • nltk.NgramAssocMeasures.poisson_stirling
            • nltk.NgramAssocMeasures.raw_freq
            • nltk.NgramAssocMeasures.student_t
        • nltk.NgramTagger
          • Methods
            • nltk.NgramTagger.__init__
            • nltk.NgramTagger.choose_tag
            • nltk.NgramTagger.context
            • nltk.NgramTagger.decode_json_obj
            • nltk.NgramTagger.encode_json_obj
            • nltk.NgramTagger.evaluate
            • nltk.NgramTagger.size
            • nltk.NgramTagger.tag
            • nltk.NgramTagger.tag_one
            • nltk.NgramTagger.tag_sents
            • nltk.NgramTagger.unicode_repr
          • Attributes
            • nltk.NgramTagger.backoff
            • nltk.NgramTagger.json_tag
        • nltk.NonprojectiveDependencyParser
          • Methods
            • nltk.NonprojectiveDependencyParser.__init__
            • nltk.NonprojectiveDependencyParser.parse
        • nltk.Nonterminal
          • Methods
            • nltk.Nonterminal.__init__
            • nltk.Nonterminal.symbol
            • nltk.Nonterminal.unicode_repr
        • nltk.OrderedDict
          • Methods
            • nltk.OrderedDict.__init__
            • nltk.OrderedDict.clear
            • nltk.OrderedDict.copy
            • nltk.OrderedDict.fromkeys
            • nltk.OrderedDict.get
            • nltk.OrderedDict.has_key
            • nltk.OrderedDict.items
            • nltk.OrderedDict.iteritems
            • nltk.OrderedDict.iterkeys
            • nltk.OrderedDict.itervalues
            • nltk.OrderedDict.keys
            • nltk.OrderedDict.pop
            • nltk.OrderedDict.popitem
            • nltk.OrderedDict.setdefault
            • nltk.OrderedDict.update
            • nltk.OrderedDict.values
            • nltk.OrderedDict.viewitems
            • nltk.OrderedDict.viewkeys
            • nltk.OrderedDict.viewvalues
        • nltk.PCFG
          • Methods
            • nltk.PCFG.__init__
            • nltk.PCFG.check_coverage
            • nltk.PCFG.fromstring
            • nltk.PCFG.is_binarised
            • nltk.PCFG.is_chomsky_normal_form
            • nltk.PCFG.is_flexible_chomsky_normal_form
            • nltk.PCFG.is_leftcorner
            • nltk.PCFG.is_lexical
            • nltk.PCFG.is_nonempty
            • nltk.PCFG.is_nonlexical
            • nltk.PCFG.leftcorner_parents
            • nltk.PCFG.leftcorners
            • nltk.PCFG.max_len
            • nltk.PCFG.min_len
            • nltk.PCFG.productions
            • nltk.PCFG.start
            • nltk.PCFG.unicode_repr
          • Attributes
            • nltk.PCFG.EPSILON
        • nltk.Paice
          • Methods
            • nltk.Paice.__init__
            • nltk.Paice.update
        • nltk.ParallelProverBuilder
          • Methods
            • nltk.ParallelProverBuilder.__init__
            • nltk.ParallelProverBuilder.build_model
            • nltk.ParallelProverBuilder.prove
        • nltk.ParallelProverBuilderCommand
          • Methods
            • nltk.ParallelProverBuilderCommand.__init__
            • nltk.ParallelProverBuilderCommand.add_assumptions
            • nltk.ParallelProverBuilderCommand.assumptions
            • nltk.ParallelProverBuilderCommand.build_model
            • nltk.ParallelProverBuilderCommand.decorate_proof
            • nltk.ParallelProverBuilderCommand.get_model_builder
            • nltk.ParallelProverBuilderCommand.get_prover
            • nltk.ParallelProverBuilderCommand.goal
            • nltk.ParallelProverBuilderCommand.model
            • nltk.ParallelProverBuilderCommand.print_assumptions
            • nltk.ParallelProverBuilderCommand.proof
            • nltk.ParallelProverBuilderCommand.prove
            • nltk.ParallelProverBuilderCommand.retract_assumptions
        • nltk.ParentedTree
          • Methods
            • nltk.ParentedTree.__init__
            • nltk.ParentedTree.append
            • nltk.ParentedTree.chomsky_normal_form
            • nltk.ParentedTree.collapse_unary
            • nltk.ParentedTree.convert
            • nltk.ParentedTree.copy
            • nltk.ParentedTree.count
            • nltk.ParentedTree.draw
            • nltk.ParentedTree.extend
            • nltk.ParentedTree.flatten
            • nltk.ParentedTree.freeze
            • nltk.ParentedTree.fromstring
            • nltk.ParentedTree.height
            • nltk.ParentedTree.index
            • nltk.ParentedTree.insert
            • nltk.ParentedTree.label
            • nltk.ParentedTree.leaf_treeposition
            • nltk.ParentedTree.leaves
            • nltk.ParentedTree.left_sibling
            • nltk.ParentedTree.parent
            • nltk.ParentedTree.parent_index
            • nltk.ParentedTree.pformat
            • nltk.ParentedTree.pformat_latex_qtree
            • nltk.ParentedTree.pop
            • nltk.ParentedTree.pos
            • nltk.ParentedTree.pprint
            • nltk.ParentedTree.pretty_print
            • nltk.ParentedTree.productions
            • nltk.ParentedTree.remove
            • nltk.ParentedTree.reverse
            • nltk.ParentedTree.right_sibling
            • nltk.ParentedTree.root
            • nltk.ParentedTree.set_label
            • nltk.ParentedTree.sort
            • nltk.ParentedTree.subtrees
            • nltk.ParentedTree.treeposition
            • nltk.ParentedTree.treeposition_spanning_leaves
            • nltk.ParentedTree.treepositions
            • nltk.ParentedTree.un_chomsky_normal_form
            • nltk.ParentedTree.unicode_repr
          • Attributes
            • nltk.ParentedTree.node
        • nltk.ParserI
          • Methods
            • nltk.ParserI.grammar
            • nltk.ParserI.parse
            • nltk.ParserI.parse_all
            • nltk.ParserI.parse_one
            • nltk.ParserI.parse_sents
        • nltk.PerceptronTagger
          • Methods
            • nltk.PerceptronTagger.__init__
            • nltk.PerceptronTagger.evaluate
            • nltk.PerceptronTagger.load
            • nltk.PerceptronTagger.normalize
            • nltk.PerceptronTagger.tag
            • nltk.PerceptronTagger.tag_sents
            • nltk.PerceptronTagger.train
          • Attributes
            • nltk.PerceptronTagger.END
            • nltk.PerceptronTagger.START
            • nltk.PerceptronTagger.unicode_repr
        • nltk.PhraseTable
          • Methods
            • nltk.PhraseTable.__init__
            • nltk.PhraseTable.add
            • nltk.PhraseTable.translations_for
        • nltk.PorterStemmer
          • Methods
            • nltk.PorterStemmer.__init__
            • nltk.PorterStemmer.stem
            • nltk.PorterStemmer.stem_word
            • nltk.PorterStemmer.unicode_repr
        • nltk.PositiveNaiveBayesClassifier
          • Methods
            • nltk.PositiveNaiveBayesClassifier.__init__
            • nltk.PositiveNaiveBayesClassifier.classify
            • nltk.PositiveNaiveBayesClassifier.classify_many
            • nltk.PositiveNaiveBayesClassifier.labels
            • nltk.PositiveNaiveBayesClassifier.most_informative_features
            • nltk.PositiveNaiveBayesClassifier.prob_classify
            • nltk.PositiveNaiveBayesClassifier.prob_classify_many
            • nltk.PositiveNaiveBayesClassifier.show_most_informative_features
            • nltk.PositiveNaiveBayesClassifier.train
        • nltk.ProbDistI
          • Methods
            • nltk.ProbDistI.__init__
            • nltk.ProbDistI.discount
            • nltk.ProbDistI.generate
            • nltk.ProbDistI.logprob
            • nltk.ProbDistI.max
            • nltk.ProbDistI.prob
            • nltk.ProbDistI.samples
          • Attributes
            • nltk.ProbDistI.SUM_TO_ONE
        • nltk.ProbabilisticDependencyGrammar
          • Methods
            • nltk.ProbabilisticDependencyGrammar.__init__
            • nltk.ProbabilisticDependencyGrammar.contains
            • nltk.ProbabilisticDependencyGrammar.unicode_repr
        • nltk.ProbabilisticMixIn
          • Methods
            • nltk.ProbabilisticMixIn.__init__
            • nltk.ProbabilisticMixIn.logprob
            • nltk.ProbabilisticMixIn.prob
            • nltk.ProbabilisticMixIn.set_logprob
            • nltk.ProbabilisticMixIn.set_prob
        • nltk.ProbabilisticNonprojectiveParser
          • Methods
            • nltk.ProbabilisticNonprojectiveParser.__init__
            • nltk.ProbabilisticNonprojectiveParser.best_incoming_arc
            • nltk.ProbabilisticNonprojectiveParser.collapse_nodes
            • nltk.ProbabilisticNonprojectiveParser.compute_max_subtract_score
            • nltk.ProbabilisticNonprojectiveParser.compute_original_indexes
            • nltk.ProbabilisticNonprojectiveParser.initialize_edge_scores
            • nltk.ProbabilisticNonprojectiveParser.original_best_arc
            • nltk.ProbabilisticNonprojectiveParser.parse
            • nltk.ProbabilisticNonprojectiveParser.train
            • nltk.ProbabilisticNonprojectiveParser.update_edge_scores
        • nltk.ProbabilisticProduction
          • Methods
            • nltk.ProbabilisticProduction.__init__
            • nltk.ProbabilisticProduction.is_lexical
            • nltk.ProbabilisticProduction.is_nonlexical
            • nltk.ProbabilisticProduction.lhs
            • nltk.ProbabilisticProduction.logprob
            • nltk.ProbabilisticProduction.prob
            • nltk.ProbabilisticProduction.rhs
            • nltk.ProbabilisticProduction.set_logprob
            • nltk.ProbabilisticProduction.set_prob
            • nltk.ProbabilisticProduction.unicode_repr
        • nltk.ProbabilisticProjectiveDependencyParser
          • Methods
            • nltk.ProbabilisticProjectiveDependencyParser.__init__
            • nltk.ProbabilisticProjectiveDependencyParser.compute_prob
            • nltk.ProbabilisticProjectiveDependencyParser.concatenate
            • nltk.ProbabilisticProjectiveDependencyParser.parse
            • nltk.ProbabilisticProjectiveDependencyParser.train
        • nltk.ProbabilisticTree
          • Methods
            • nltk.ProbabilisticTree.__init__
            • nltk.ProbabilisticTree.append
            • nltk.ProbabilisticTree.chomsky_normal_form
            • nltk.ProbabilisticTree.collapse_unary
            • nltk.ProbabilisticTree.convert
            • nltk.ProbabilisticTree.copy
            • nltk.ProbabilisticTree.count
            • nltk.ProbabilisticTree.draw
            • nltk.ProbabilisticTree.extend
            • nltk.ProbabilisticTree.flatten
            • nltk.ProbabilisticTree.freeze
            • nltk.ProbabilisticTree.fromstring
            • nltk.ProbabilisticTree.height
            • nltk.ProbabilisticTree.index
            • nltk.ProbabilisticTree.insert
            • nltk.ProbabilisticTree.label
            • nltk.ProbabilisticTree.leaf_treeposition
            • nltk.ProbabilisticTree.leaves
            • nltk.ProbabilisticTree.logprob
            • nltk.ProbabilisticTree.pformat
            • nltk.ProbabilisticTree.pformat_latex_qtree
            • nltk.ProbabilisticTree.pop
            • nltk.ProbabilisticTree.pos
            • nltk.ProbabilisticTree.pprint
            • nltk.ProbabilisticTree.pretty_print
            • nltk.ProbabilisticTree.prob
            • nltk.ProbabilisticTree.productions
            • nltk.ProbabilisticTree.remove
            • nltk.ProbabilisticTree.reverse
            • nltk.ProbabilisticTree.set_label
            • nltk.ProbabilisticTree.set_logprob
            • nltk.ProbabilisticTree.set_prob
            • nltk.ProbabilisticTree.sort
            • nltk.ProbabilisticTree.subtrees
            • nltk.ProbabilisticTree.treeposition_spanning_leaves
            • nltk.ProbabilisticTree.treepositions
            • nltk.ProbabilisticTree.un_chomsky_normal_form
            • nltk.ProbabilisticTree.unicode_repr
          • Attributes
            • nltk.ProbabilisticTree.node
        • nltk.Production
          • Methods
            • nltk.Production.__init__
            • nltk.Production.is_lexical
            • nltk.Production.is_nonlexical
            • nltk.Production.lhs
            • nltk.Production.rhs
            • nltk.Production.unicode_repr
        • nltk.ProjectiveDependencyParser
          • Methods
            • nltk.ProjectiveDependencyParser.__init__
            • nltk.ProjectiveDependencyParser.concatenate
            • nltk.ProjectiveDependencyParser.parse
        • nltk.Prover9
          • Methods
            • nltk.Prover9.__init__
            • nltk.Prover9.binary_locations
            • nltk.Prover9.config_prover9
            • nltk.Prover9.prove
            • nltk.Prover9.prover9_input
        • nltk.Prover9Command
          • Methods
            • nltk.Prover9Command.__init__
            • nltk.Prover9Command.add_assumptions
            • nltk.Prover9Command.assumptions
            • nltk.Prover9Command.decorate_proof
            • nltk.Prover9Command.get_prover
            • nltk.Prover9Command.goal
            • nltk.Prover9Command.print_assumptions
            • nltk.Prover9Command.proof
            • nltk.Prover9Command.prove
            • nltk.Prover9Command.retract_assumptions
        • nltk.ProxyBasicAuthHandler
          • Methods
            • nltk.ProxyBasicAuthHandler.__init__
            • nltk.ProxyBasicAuthHandler.add_parent
            • nltk.ProxyBasicAuthHandler.close
            • nltk.ProxyBasicAuthHandler.http_error_407
            • nltk.ProxyBasicAuthHandler.http_error_auth_reqed
            • nltk.ProxyBasicAuthHandler.retry_http_basic_auth
          • Attributes
            • nltk.ProxyBasicAuthHandler.auth_header
            • nltk.ProxyBasicAuthHandler.handler_order
            • nltk.ProxyBasicAuthHandler.rx
        • nltk.ProxyDigestAuthHandler
          • Methods
            • nltk.ProxyDigestAuthHandler.__init__
            • nltk.ProxyDigestAuthHandler.add_parent
            • nltk.ProxyDigestAuthHandler.close
            • nltk.ProxyDigestAuthHandler.get_algorithm_impls
            • nltk.ProxyDigestAuthHandler.get_authorization
            • nltk.ProxyDigestAuthHandler.get_cnonce
            • nltk.ProxyDigestAuthHandler.get_entity_digest
            • nltk.ProxyDigestAuthHandler.http_error_407
            • nltk.ProxyDigestAuthHandler.http_error_auth_reqed
            • nltk.ProxyDigestAuthHandler.reset_retry_count
            • nltk.ProxyDigestAuthHandler.retry_http_digest_auth
          • Attributes
            • nltk.ProxyDigestAuthHandler.auth_header
            • nltk.ProxyDigestAuthHandler.handler_order
        • nltk.ProxyHandler
          • Methods
            • nltk.ProxyHandler.__init__
            • nltk.ProxyHandler.add_parent
            • nltk.ProxyHandler.close
            • nltk.ProxyHandler.proxy_open
          • Attributes
            • nltk.ProxyHandler.handler_order
        • nltk.PunktSentenceTokenizer
          • Methods
            • nltk.PunktSentenceTokenizer.__init__
            • nltk.PunktSentenceTokenizer.debug_decisions
            • nltk.PunktSentenceTokenizer.dump
            • nltk.PunktSentenceTokenizer.sentences_from_text
            • nltk.PunktSentenceTokenizer.sentences_from_text_legacy
            • nltk.PunktSentenceTokenizer.sentences_from_tokens
            • nltk.PunktSentenceTokenizer.span_tokenize
            • nltk.PunktSentenceTokenizer.span_tokenize_sents
            • nltk.PunktSentenceTokenizer.text_contains_sentbreak
            • nltk.PunktSentenceTokenizer.tokenize
            • nltk.PunktSentenceTokenizer.tokenize_sents
            • nltk.PunktSentenceTokenizer.train
          • Attributes
            • nltk.PunktSentenceTokenizer.PUNCTUATION
        • nltk.QuadgramCollocationFinder
          • Methods
            • nltk.QuadgramCollocationFinder.__init__
            • nltk.QuadgramCollocationFinder.above_score
            • nltk.QuadgramCollocationFinder.apply_freq_filter
            • nltk.QuadgramCollocationFinder.apply_ngram_filter
            • nltk.QuadgramCollocationFinder.apply_word_filter
            • nltk.QuadgramCollocationFinder.from_documents
            • nltk.QuadgramCollocationFinder.from_words
            • nltk.QuadgramCollocationFinder.nbest
            • nltk.QuadgramCollocationFinder.score_ngram
            • nltk.QuadgramCollocationFinder.score_ngrams
          • Attributes
            • nltk.QuadgramCollocationFinder.default_ws
        • nltk.RSLPStemmer
          • Methods
            • nltk.RSLPStemmer.__init__
            • nltk.RSLPStemmer.apply_rule
            • nltk.RSLPStemmer.read_rule
            • nltk.RSLPStemmer.stem
        • nltk.RTEFeatureExtractor
          • Methods
            • nltk.RTEFeatureExtractor.__init__
            • nltk.RTEFeatureExtractor.hyp_extra
            • nltk.RTEFeatureExtractor.overlap
        • nltk.RandomChartParser
          • Methods
            • nltk.RandomChartParser.__init__
            • nltk.RandomChartParser.grammar
            • nltk.RandomChartParser.parse
            • nltk.RandomChartParser.parse_all
            • nltk.RandomChartParser.parse_one
            • nltk.RandomChartParser.parse_sents
            • nltk.RandomChartParser.sort_queue
            • nltk.RandomChartParser.trace
        • nltk.RangeFeature
          • Methods
            • nltk.RangeFeature.__init__
            • nltk.RangeFeature.read_value
            • nltk.RangeFeature.unicode_repr
            • nltk.RangeFeature.unify_base_values
          • Attributes
            • nltk.RangeFeature.RANGE_RE
            • nltk.RangeFeature.default
            • nltk.RangeFeature.display
            • nltk.RangeFeature.name
        • nltk.ReadingCommand
          • Methods
            • nltk.ReadingCommand.combine_readings
            • nltk.ReadingCommand.parse_to_readings
            • nltk.ReadingCommand.process_thread
            • nltk.ReadingCommand.to_fol
        • nltk.RecursiveDescentParser
          • Methods
            • nltk.RecursiveDescentParser.__init__
            • nltk.RecursiveDescentParser.grammar
            • nltk.RecursiveDescentParser.parse
            • nltk.RecursiveDescentParser.parse_all
            • nltk.RecursiveDescentParser.parse_one
            • nltk.RecursiveDescentParser.parse_sents
            • nltk.RecursiveDescentParser.trace
        • nltk.RegexpChunkParser
          • Methods
            • nltk.RegexpChunkParser.__init__
            • nltk.RegexpChunkParser.evaluate
            • nltk.RegexpChunkParser.grammar
            • nltk.RegexpChunkParser.parse
            • nltk.RegexpChunkParser.parse_all
            • nltk.RegexpChunkParser.parse_one
            • nltk.RegexpChunkParser.parse_sents
            • nltk.RegexpChunkParser.rules
            • nltk.RegexpChunkParser.unicode_repr
        • nltk.RegexpParser
          • Methods
            • nltk.RegexpParser.__init__
            • nltk.RegexpParser.evaluate
            • nltk.RegexpParser.grammar
            • nltk.RegexpParser.parse
            • nltk.RegexpParser.parse_all
            • nltk.RegexpParser.parse_one
            • nltk.RegexpParser.parse_sents
            • nltk.RegexpParser.unicode_repr
        • nltk.RegexpStemmer
          • Methods
            • nltk.RegexpStemmer.__init__
            • nltk.RegexpStemmer.stem
            • nltk.RegexpStemmer.unicode_repr
        • nltk.RegexpTagger
          • Methods
            • nltk.RegexpTagger.__init__
            • nltk.RegexpTagger.choose_tag
            • nltk.RegexpTagger.decode_json_obj
            • nltk.RegexpTagger.encode_json_obj
            • nltk.RegexpTagger.evaluate
            • nltk.RegexpTagger.tag
            • nltk.RegexpTagger.tag_one
            • nltk.RegexpTagger.tag_sents
            • nltk.RegexpTagger.unicode_repr
          • Attributes
            • nltk.RegexpTagger.backoff
            • nltk.RegexpTagger.json_tag
        • nltk.RegexpTokenizer
          • Methods
            • nltk.RegexpTokenizer.__init__
            • nltk.RegexpTokenizer.span_tokenize
            • nltk.RegexpTokenizer.span_tokenize_sents
            • nltk.RegexpTokenizer.tokenize
            • nltk.RegexpTokenizer.tokenize_sents
            • nltk.RegexpTokenizer.unicode_repr
        • nltk.ResolutionProver
          • Methods
            • nltk.ResolutionProver.prove
          • Attributes
            • nltk.ResolutionProver.ANSWER_KEY
        • nltk.ResolutionProverCommand
          • Methods
            • nltk.ResolutionProverCommand.__init__
            • nltk.ResolutionProverCommand.add_assumptions
            • nltk.ResolutionProverCommand.assumptions
            • nltk.ResolutionProverCommand.decorate_proof
            • nltk.ResolutionProverCommand.find_answers
            • nltk.ResolutionProverCommand.get_prover
            • nltk.ResolutionProverCommand.goal
            • nltk.ResolutionProverCommand.print_assumptions
            • nltk.ResolutionProverCommand.proof
            • nltk.ResolutionProverCommand.prove
            • nltk.ResolutionProverCommand.retract_assumptions
        • nltk.SExprTokenizer
          • Methods
            • nltk.SExprTokenizer.__init__
            • nltk.SExprTokenizer.span_tokenize
            • nltk.SExprTokenizer.span_tokenize_sents
            • nltk.SExprTokenizer.tokenize
            • nltk.SExprTokenizer.tokenize_sents
        • nltk.Senna
          • Methods
            • nltk.Senna.__init__
            • nltk.Senna.evaluate
            • nltk.Senna.executable
            • nltk.Senna.tag
            • nltk.Senna.tag_sents
          • Attributes
            • nltk.Senna.SUPPORTED_OPERATIONS
            • nltk.Senna.unicode_repr
        • nltk.SennaChunkTagger
          • Methods
            • nltk.SennaChunkTagger.__init__
            • nltk.SennaChunkTagger.bio_to_chunks
            • nltk.SennaChunkTagger.evaluate
            • nltk.SennaChunkTagger.executable
            • nltk.SennaChunkTagger.tag
            • nltk.SennaChunkTagger.tag_sents
          • Attributes
            • nltk.SennaChunkTagger.SUPPORTED_OPERATIONS
            • nltk.SennaChunkTagger.unicode_repr
        • nltk.SennaNERTagger
          • Methods
            • nltk.SennaNERTagger.__init__
            • nltk.SennaNERTagger.evaluate
            • nltk.SennaNERTagger.executable
            • nltk.SennaNERTagger.tag
            • nltk.SennaNERTagger.tag_sents
          • Attributes
            • nltk.SennaNERTagger.SUPPORTED_OPERATIONS
            • nltk.SennaNERTagger.unicode_repr
        • nltk.SennaTagger
          • Methods
            • nltk.SennaTagger.__init__
            • nltk.SennaTagger.evaluate
            • nltk.SennaTagger.executable
            • nltk.SennaTagger.tag
            • nltk.SennaTagger.tag_sents
          • Attributes
            • nltk.SennaTagger.SUPPORTED_OPERATIONS
            • nltk.SennaTagger.unicode_repr
        • nltk.SequentialBackoffTagger
          • Methods
            • nltk.SequentialBackoffTagger.__init__
            • nltk.SequentialBackoffTagger.choose_tag
            • nltk.SequentialBackoffTagger.evaluate
            • nltk.SequentialBackoffTagger.tag
            • nltk.SequentialBackoffTagger.tag_one
            • nltk.SequentialBackoffTagger.tag_sents
          • Attributes
            • nltk.SequentialBackoffTagger.backoff
        • nltk.ShiftReduceParser
          • Methods
            • nltk.ShiftReduceParser.__init__
            • nltk.ShiftReduceParser.grammar
            • nltk.ShiftReduceParser.parse
            • nltk.ShiftReduceParser.parse_all
            • nltk.ShiftReduceParser.parse_one
            • nltk.ShiftReduceParser.parse_sents
            • nltk.ShiftReduceParser.trace
        • nltk.SimpleGoodTuringProbDist
          • Methods
            • nltk.SimpleGoodTuringProbDist.__init__
            • nltk.SimpleGoodTuringProbDist.check
            • nltk.SimpleGoodTuringProbDist.discount
            • nltk.SimpleGoodTuringProbDist.find_best_fit
            • nltk.SimpleGoodTuringProbDist.freqdist
            • nltk.SimpleGoodTuringProbDist.generate
            • nltk.SimpleGoodTuringProbDist.logprob
            • nltk.SimpleGoodTuringProbDist.max
            • nltk.SimpleGoodTuringProbDist.prob
            • nltk.SimpleGoodTuringProbDist.samples
            • nltk.SimpleGoodTuringProbDist.smoothedNr
            • nltk.SimpleGoodTuringProbDist.unicode_repr
          • Attributes
            • nltk.SimpleGoodTuringProbDist.SUM_TO_ONE
        • nltk.SklearnClassifier
          • Methods
            • nltk.SklearnClassifier.__init__
            • nltk.SklearnClassifier.classify
            • nltk.SklearnClassifier.classify_many
            • nltk.SklearnClassifier.labels
            • nltk.SklearnClassifier.prob_classify
            • nltk.SklearnClassifier.prob_classify_many
            • nltk.SklearnClassifier.train
            • nltk.SklearnClassifier.unicode_repr
        • nltk.SlashFeature
          • Methods
            • nltk.SlashFeature.__init__
            • nltk.SlashFeature.read_value
            • nltk.SlashFeature.unicode_repr
            • nltk.SlashFeature.unify_base_values
          • Attributes
            • nltk.SlashFeature.default
            • nltk.SlashFeature.display
            • nltk.SlashFeature.name
        • nltk.SnowballStemmer
          • Methods
            • nltk.SnowballStemmer.__init__
            • nltk.SnowballStemmer.stem
          • Attributes
            • nltk.SnowballStemmer.languages
        • nltk.SpaceTokenizer
          • Methods
            • nltk.SpaceTokenizer.span_tokenize
            • nltk.SpaceTokenizer.span_tokenize_sents
            • nltk.SpaceTokenizer.tokenize
            • nltk.SpaceTokenizer.tokenize_sents
        • nltk.StackDecoder
          • Methods
            • nltk.StackDecoder.__init__
            • nltk.StackDecoder.compute_future_scores
            • nltk.StackDecoder.distortion_score
            • nltk.StackDecoder.expansion_score
            • nltk.StackDecoder.find_all_src_phrases
            • nltk.StackDecoder.future_score
            • nltk.StackDecoder.translate
            • nltk.StackDecoder.valid_phrases
          • Attributes
            • nltk.StackDecoder.distortion_factor
        • nltk.StanfordNERTagger
          • Methods
            • nltk.StanfordNERTagger.__init__
            • nltk.StanfordNERTagger.evaluate
            • nltk.StanfordNERTagger.parse_output
            • nltk.StanfordNERTagger.tag
            • nltk.StanfordNERTagger.tag_sents
        • nltk.StanfordPOSTagger
          • Methods
            • nltk.StanfordPOSTagger.__init__
            • nltk.StanfordPOSTagger.evaluate
            • nltk.StanfordPOSTagger.parse_output
            • nltk.StanfordPOSTagger.tag
            • nltk.StanfordPOSTagger.tag_sents
        • nltk.StanfordTagger
          • Methods
            • nltk.StanfordTagger.__init__
            • nltk.StanfordTagger.evaluate
            • nltk.StanfordTagger.parse_output
            • nltk.StanfordTagger.tag
            • nltk.StanfordTagger.tag_sents
        • nltk.StanfordTokenizer
          • Methods
            • nltk.StanfordTokenizer.__init__
            • nltk.StanfordTokenizer.span_tokenize
            • nltk.StanfordTokenizer.span_tokenize_sents
            • nltk.StanfordTokenizer.tokenize
            • nltk.StanfordTokenizer.tokenize_sents
        • nltk.StemmerI
          • Methods
            • nltk.StemmerI.stem
        • nltk.SteppingChartParser
          • Methods
            • nltk.SteppingChartParser.__init__
            • nltk.SteppingChartParser.chart
            • nltk.SteppingChartParser.chart_parse
            • nltk.SteppingChartParser.current_chartrule
            • nltk.SteppingChartParser.grammar
            • nltk.SteppingChartParser.initialize
            • nltk.SteppingChartParser.parse
            • nltk.SteppingChartParser.parse_all
            • nltk.SteppingChartParser.parse_one
            • nltk.SteppingChartParser.parse_sents
            • nltk.SteppingChartParser.parses
            • nltk.SteppingChartParser.set_chart
            • nltk.SteppingChartParser.set_grammar
            • nltk.SteppingChartParser.set_strategy
            • nltk.SteppingChartParser.step
            • nltk.SteppingChartParser.strategy
        • nltk.SteppingRecursiveDescentParser
          • Methods
            • nltk.SteppingRecursiveDescentParser.__init__
            • nltk.SteppingRecursiveDescentParser.backtrack
            • nltk.SteppingRecursiveDescentParser.currently_complete
            • nltk.SteppingRecursiveDescentParser.expand
            • nltk.SteppingRecursiveDescentParser.expandable_productions
            • nltk.SteppingRecursiveDescentParser.frontier
            • nltk.SteppingRecursiveDescentParser.grammar
            • nltk.SteppingRecursiveDescentParser.initialize
            • nltk.SteppingRecursiveDescentParser.match
            • nltk.SteppingRecursiveDescentParser.parse
            • nltk.SteppingRecursiveDescentParser.parse_all
            • nltk.SteppingRecursiveDescentParser.parse_one
            • nltk.SteppingRecursiveDescentParser.parse_sents
            • nltk.SteppingRecursiveDescentParser.parses
            • nltk.SteppingRecursiveDescentParser.remaining_text
            • nltk.SteppingRecursiveDescentParser.set_grammar
            • nltk.SteppingRecursiveDescentParser.step
            • nltk.SteppingRecursiveDescentParser.trace
            • nltk.SteppingRecursiveDescentParser.tree
            • nltk.SteppingRecursiveDescentParser.untried_expandable_productions
            • nltk.SteppingRecursiveDescentParser.untried_match
        • nltk.SteppingShiftReduceParser
          • Methods
            • nltk.SteppingShiftReduceParser.__init__
            • nltk.SteppingShiftReduceParser.grammar
            • nltk.SteppingShiftReduceParser.initialize
            • nltk.SteppingShiftReduceParser.parse
            • nltk.SteppingShiftReduceParser.parse_all
            • nltk.SteppingShiftReduceParser.parse_one
            • nltk.SteppingShiftReduceParser.parse_sents
            • nltk.SteppingShiftReduceParser.parses
            • nltk.SteppingShiftReduceParser.reduce
            • nltk.SteppingShiftReduceParser.reducible_productions
            • nltk.SteppingShiftReduceParser.remaining_text
            • nltk.SteppingShiftReduceParser.set_grammar
            • nltk.SteppingShiftReduceParser.shift
            • nltk.SteppingShiftReduceParser.stack
            • nltk.SteppingShiftReduceParser.step
            • nltk.SteppingShiftReduceParser.trace
            • nltk.SteppingShiftReduceParser.undo
        • nltk.TabTokenizer
          • Methods
            • nltk.TabTokenizer.span_tokenize
            • nltk.TabTokenizer.span_tokenize_sents
            • nltk.TabTokenizer.tokenize
            • nltk.TabTokenizer.tokenize_sents
        • nltk.TableauProver
          • Methods
            • nltk.TableauProver.is_atom
            • nltk.TableauProver.prove
        • nltk.TableauProverCommand
          • Methods
            • nltk.TableauProverCommand.__init__
            • nltk.TableauProverCommand.add_assumptions
            • nltk.TableauProverCommand.assumptions
            • nltk.TableauProverCommand.decorate_proof
            • nltk.TableauProverCommand.get_prover
            • nltk.TableauProverCommand.goal
            • nltk.TableauProverCommand.print_assumptions
            • nltk.TableauProverCommand.proof
            • nltk.TableauProverCommand.prove
            • nltk.TableauProverCommand.retract_assumptions
        • nltk.TaggerI
          • Methods
            • nltk.TaggerI.evaluate
            • nltk.TaggerI.tag
            • nltk.TaggerI.tag_sents
        • nltk.TestGrammar
          • Methods
            • nltk.TestGrammar.__init__
            • nltk.TestGrammar.run
        • nltk.Text
          • Methods
            • nltk.Text.__init__
            • nltk.Text.collocations
            • nltk.Text.common_contexts
            • nltk.Text.concordance
            • nltk.Text.count
            • nltk.Text.dispersion_plot
            • nltk.Text.findall
            • nltk.Text.index
            • nltk.Text.plot
            • nltk.Text.readability
            • nltk.Text.similar
            • nltk.Text.unicode_repr
            • nltk.Text.vocab
        • nltk.TextCat
          • Methods
            • nltk.TextCat.__init__
            • nltk.TextCat.calc_dist
            • nltk.TextCat.guess_language
            • nltk.TextCat.lang_dists
            • nltk.TextCat.profile
            • nltk.TextCat.remove_punctuation
          • Attributes
            • nltk.TextCat.fingerprints
            • nltk.TextCat.last_distances
        • nltk.TextCollection
          • Methods
            • nltk.TextCollection.__init__
            • nltk.TextCollection.collocations
            • nltk.TextCollection.common_contexts
            • nltk.TextCollection.concordance
            • nltk.TextCollection.count
            • nltk.TextCollection.dispersion_plot
            • nltk.TextCollection.findall
            • nltk.TextCollection.idf
            • nltk.TextCollection.index
            • nltk.TextCollection.plot
            • nltk.TextCollection.readability
            • nltk.TextCollection.similar
            • nltk.TextCollection.tf
            • nltk.TextCollection.tf_idf
            • nltk.TextCollection.unicode_repr
            • nltk.TextCollection.vocab
        • nltk.TextTilingTokenizer
          • Methods
            • nltk.TextTilingTokenizer.__init__
            • nltk.TextTilingTokenizer.span_tokenize
            • nltk.TextTilingTokenizer.span_tokenize_sents
            • nltk.TextTilingTokenizer.tokenize
            • nltk.TextTilingTokenizer.tokenize_sents
        • nltk.TnT
          • Methods
            • nltk.TnT.__init__
            • nltk.TnT.evaluate
            • nltk.TnT.tag
            • nltk.TnT.tag_sents
            • nltk.TnT.tagdata
            • nltk.TnT.train
        • nltk.TokenSearcher
          • Methods
            • nltk.TokenSearcher.__init__
            • nltk.TokenSearcher.findall
        • nltk.TopDownChartParser
          • Methods
            • nltk.TopDownChartParser.__init__
            • nltk.TopDownChartParser.chart_parse
            • nltk.TopDownChartParser.grammar
            • nltk.TopDownChartParser.parse
            • nltk.TopDownChartParser.parse_all
            • nltk.TopDownChartParser.parse_one
            • nltk.TopDownChartParser.parse_sents
        • nltk.TransitionParser
          • Methods
            • nltk.TransitionParser.__init__
            • nltk.TransitionParser.grammar
            • nltk.TransitionParser.parse
            • nltk.TransitionParser.parse_all
            • nltk.TransitionParser.parse_one
            • nltk.TransitionParser.parse_sents
            • nltk.TransitionParser.train
          • Attributes
            • nltk.TransitionParser.ARC_EAGER
            • nltk.TransitionParser.ARC_STANDARD
        • nltk.Tree
          • Methods
            • nltk.Tree.__init__
            • nltk.Tree.append
            • nltk.Tree.chomsky_normal_form
            • nltk.Tree.collapse_unary
            • nltk.Tree.convert
            • nltk.Tree.copy
            • nltk.Tree.count
            • nltk.Tree.draw
            • nltk.Tree.extend
            • nltk.Tree.flatten
            • nltk.Tree.freeze
            • nltk.Tree.fromstring
            • nltk.Tree.height
            • nltk.Tree.index
            • nltk.Tree.insert
            • nltk.Tree.label
            • nltk.Tree.leaf_treeposition
            • nltk.Tree.leaves
            • nltk.Tree.pformat
            • nltk.Tree.pformat_latex_qtree
            • nltk.Tree.pop
            • nltk.Tree.pos
            • nltk.Tree.pprint
            • nltk.Tree.pretty_print
            • nltk.Tree.productions
            • nltk.Tree.remove
            • nltk.Tree.reverse
            • nltk.Tree.set_label
            • nltk.Tree.sort
            • nltk.Tree.subtrees
            • nltk.Tree.treeposition_spanning_leaves
            • nltk.Tree.treepositions
            • nltk.Tree.un_chomsky_normal_form
            • nltk.Tree.unicode_repr
          • Attributes
            • nltk.Tree.node
        • nltk.TreebankWordTokenizer
          • Methods
            • nltk.TreebankWordTokenizer.span_tokenize
            • nltk.TreebankWordTokenizer.span_tokenize_sents
            • nltk.TreebankWordTokenizer.tokenize
            • nltk.TreebankWordTokenizer.tokenize_sents
          • Attributes
            • nltk.TreebankWordTokenizer.CONTRACTIONS2
            • nltk.TreebankWordTokenizer.CONTRACTIONS3
            • nltk.TreebankWordTokenizer.CONTRACTIONS4
            • nltk.TreebankWordTokenizer.ENDING_QUOTES
            • nltk.TreebankWordTokenizer.PARENS_BRACKETS
            • nltk.TreebankWordTokenizer.PUNCTUATION
            • nltk.TreebankWordTokenizer.STARTING_QUOTES
        • nltk.Trie
          • Methods
            • nltk.Trie.__init__
            • nltk.Trie.as_dict
            • nltk.Trie.clear
            • nltk.Trie.copy
            • nltk.Trie.fromkeys
            • nltk.Trie.get
            • nltk.Trie.has_key
            • nltk.Trie.insert
            • nltk.Trie.items
            • nltk.Trie.iteritems
            • nltk.Trie.iterkeys
            • nltk.Trie.itervalues
            • nltk.Trie.keys
            • nltk.Trie.pop
            • nltk.Trie.popitem
            • nltk.Trie.setdefault
            • nltk.Trie.update
            • nltk.Trie.values
            • nltk.Trie.viewitems
            • nltk.Trie.viewkeys
            • nltk.Trie.viewvalues
          • Attributes
            • nltk.Trie.LEAF
            • nltk.Trie.default_factory
        • nltk.TrigramAssocMeasures
          • Methods
            • nltk.TrigramAssocMeasures.chi_sq
            • nltk.TrigramAssocMeasures.jaccard
            • nltk.TrigramAssocMeasures.likelihood_ratio
            • nltk.TrigramAssocMeasures.mi_like
            • nltk.TrigramAssocMeasures.pmi
            • nltk.TrigramAssocMeasures.poisson_stirling
            • nltk.TrigramAssocMeasures.raw_freq
            • nltk.TrigramAssocMeasures.student_t
        • nltk.TrigramCollocationFinder
          • Methods
            • nltk.TrigramCollocationFinder.__init__
            • nltk.TrigramCollocationFinder.above_score
            • nltk.TrigramCollocationFinder.apply_freq_filter
            • nltk.TrigramCollocationFinder.apply_ngram_filter
            • nltk.TrigramCollocationFinder.apply_word_filter
            • nltk.TrigramCollocationFinder.bigram_finder
            • nltk.TrigramCollocationFinder.from_documents
            • nltk.TrigramCollocationFinder.from_words
            • nltk.TrigramCollocationFinder.nbest
            • nltk.TrigramCollocationFinder.score_ngram
            • nltk.TrigramCollocationFinder.score_ngrams
          • Attributes
            • nltk.TrigramCollocationFinder.default_ws
        • nltk.TrigramTagger
          • Methods
            • nltk.TrigramTagger.__init__
            • nltk.TrigramTagger.choose_tag
            • nltk.TrigramTagger.context
            • nltk.TrigramTagger.decode_json_obj
            • nltk.TrigramTagger.encode_json_obj
            • nltk.TrigramTagger.evaluate
            • nltk.TrigramTagger.size
            • nltk.TrigramTagger.tag
            • nltk.TrigramTagger.tag_one
            • nltk.TrigramTagger.tag_sents
            • nltk.TrigramTagger.unicode_repr
          • Attributes
            • nltk.TrigramTagger.backoff
            • nltk.TrigramTagger.json_tag
        • nltk.TweetTokenizer
          • Methods
            • nltk.TweetTokenizer.__init__
            • nltk.TweetTokenizer.tokenize
        • nltk.TypedMaxentFeatureEncoding
          • Methods
            • nltk.TypedMaxentFeatureEncoding.__init__
            • nltk.TypedMaxentFeatureEncoding.describe
            • nltk.TypedMaxentFeatureEncoding.encode
            • nltk.TypedMaxentFeatureEncoding.labels
            • nltk.TypedMaxentFeatureEncoding.length
            • nltk.TypedMaxentFeatureEncoding.train
        • nltk.UniformProbDist
          • Methods
            • nltk.UniformProbDist.__init__
            • nltk.UniformProbDist.discount
            • nltk.UniformProbDist.generate
            • nltk.UniformProbDist.logprob
            • nltk.UniformProbDist.max
            • nltk.UniformProbDist.prob
            • nltk.UniformProbDist.samples
            • nltk.UniformProbDist.unicode_repr
          • Attributes
            • nltk.UniformProbDist.SUM_TO_ONE
        • nltk.UnigramTagger
          • Methods
            • nltk.UnigramTagger.__init__
            • nltk.UnigramTagger.choose_tag
            • nltk.UnigramTagger.context
            • nltk.UnigramTagger.decode_json_obj
            • nltk.UnigramTagger.encode_json_obj
            • nltk.UnigramTagger.evaluate
            • nltk.UnigramTagger.size
            • nltk.UnigramTagger.tag
            • nltk.UnigramTagger.tag_one
            • nltk.UnigramTagger.tag_sents
            • nltk.UnigramTagger.unicode_repr
          • Attributes
            • nltk.UnigramTagger.backoff
            • nltk.UnigramTagger.json_tag
        • nltk.UnsortedChartParser
          • Methods
            • nltk.UnsortedChartParser.__init__
            • nltk.UnsortedChartParser.grammar
            • nltk.UnsortedChartParser.parse
            • nltk.UnsortedChartParser.parse_all
            • nltk.UnsortedChartParser.parse_one
            • nltk.UnsortedChartParser.parse_sents
            • nltk.UnsortedChartParser.sort_queue
            • nltk.UnsortedChartParser.trace
        • nltk.Valuation
          • Methods
            • nltk.Valuation.__init__
            • nltk.Valuation.clear
            • nltk.Valuation.copy
            • nltk.Valuation.fromkeys
            • nltk.Valuation.fromstring
            • nltk.Valuation.get
            • nltk.Valuation.has_key
            • nltk.Valuation.items
            • nltk.Valuation.iteritems
            • nltk.Valuation.iterkeys
            • nltk.Valuation.itervalues
            • nltk.Valuation.keys
            • nltk.Valuation.pop
            • nltk.Valuation.popitem
            • nltk.Valuation.setdefault
            • nltk.Valuation.update
            • nltk.Valuation.values
            • nltk.Valuation.viewitems
            • nltk.Valuation.viewkeys
            • nltk.Valuation.viewvalues
          • Attributes
            • nltk.Valuation.domain
            • nltk.Valuation.symbols
            • nltk.Valuation.unicode_repr
        • nltk.Variable
          • Methods
            • nltk.Variable.__init__
            • nltk.Variable.substitute_bindings
            • nltk.Variable.unicode_repr
        • nltk.ViterbiParser
          • Methods
            • nltk.ViterbiParser.__init__
            • nltk.ViterbiParser.grammar
            • nltk.ViterbiParser.parse
            • nltk.ViterbiParser.parse_all
            • nltk.ViterbiParser.parse_one
            • nltk.ViterbiParser.parse_sents
            • nltk.ViterbiParser.trace
            • nltk.ViterbiParser.unicode_repr
        • nltk.WekaClassifier
          • Methods
            • nltk.WekaClassifier.__init__
            • nltk.WekaClassifier.classify
            • nltk.WekaClassifier.classify_many
            • nltk.WekaClassifier.labels
            • nltk.WekaClassifier.parse_weka_distribution
            • nltk.WekaClassifier.parse_weka_output
            • nltk.WekaClassifier.prob_classify
            • nltk.WekaClassifier.prob_classify_many
            • nltk.WekaClassifier.train
        • nltk.WhitespaceTokenizer
          • Methods
            • nltk.WhitespaceTokenizer.__init__
            • nltk.WhitespaceTokenizer.span_tokenize
            • nltk.WhitespaceTokenizer.span_tokenize_sents
            • nltk.WhitespaceTokenizer.tokenize
            • nltk.WhitespaceTokenizer.tokenize_sents
            • nltk.WhitespaceTokenizer.unicode_repr
        • nltk.WittenBellProbDist
          • Methods
            • nltk.WittenBellProbDist.__init__
            • nltk.WittenBellProbDist.discount
            • nltk.WittenBellProbDist.freqdist
            • nltk.WittenBellProbDist.generate
            • nltk.WittenBellProbDist.logprob
            • nltk.WittenBellProbDist.max
            • nltk.WittenBellProbDist.prob
            • nltk.WittenBellProbDist.samples
            • nltk.WittenBellProbDist.unicode_repr
          • Attributes
            • nltk.WittenBellProbDist.SUM_TO_ONE
        • nltk.WordNetLemmatizer
          • Methods
            • nltk.WordNetLemmatizer.__init__
            • nltk.WordNetLemmatizer.lemmatize
            • nltk.WordNetLemmatizer.unicode_repr
        • nltk.WordPunctTokenizer
          • Methods
            • nltk.WordPunctTokenizer.__init__
            • nltk.WordPunctTokenizer.span_tokenize
            • nltk.WordPunctTokenizer.span_tokenize_sents
            • nltk.WordPunctTokenizer.tokenize
            • nltk.WordPunctTokenizer.tokenize_sents
            • nltk.WordPunctTokenizer.unicode_repr
        • nltk.chain
          • Methods
            • nltk.chain.from_iterable
          • Attributes
            • nltk.chain.next
        • nltk.combinations
          • Attributes
            • nltk.combinations.next
        • nltk.defaultdict
          • Methods
            • nltk.defaultdict.clear
            • nltk.defaultdict.copy
            • nltk.defaultdict.fromkeys
            • nltk.defaultdict.get
            • nltk.defaultdict.has_key
            • nltk.defaultdict.items
            • nltk.defaultdict.iteritems
            • nltk.defaultdict.iterkeys
            • nltk.defaultdict.itervalues
            • nltk.defaultdict.keys
            • nltk.defaultdict.pop
            • nltk.defaultdict.popitem
            • nltk.defaultdict.setdefault
            • nltk.defaultdict.update
            • nltk.defaultdict.values
            • nltk.defaultdict.viewitems
            • nltk.defaultdict.viewkeys
            • nltk.defaultdict.viewvalues
          • Attributes
            • nltk.defaultdict.default_factory
        • nltk.deque
          • Methods
            • nltk.deque.append
            • nltk.deque.appendleft
            • nltk.deque.clear
            • nltk.deque.count
            • nltk.deque.extend
            • nltk.deque.extendleft
            • nltk.deque.pop
            • nltk.deque.popleft
            • nltk.deque.remove
            • nltk.deque.reverse
            • nltk.deque.rotate
          • Attributes
            • nltk.deque.maxlen
        • nltk.islice
          • Attributes
            • nltk.islice.next
        • nltk.text_type
          • Methods
            • nltk.text_type.capitalize
            • nltk.text_type.center
            • nltk.text_type.count
            • nltk.text_type.decode
            • nltk.text_type.encode
            • nltk.text_type.endswith
            • nltk.text_type.expandtabs
            • nltk.text_type.find
            • nltk.text_type.format
            • nltk.text_type.index
            • nltk.text_type.isalnum
            • nltk.text_type.isalpha
            • nltk.text_type.isdecimal
            • nltk.text_type.isdigit
            • nltk.text_type.islower
            • nltk.text_type.isnumeric
            • nltk.text_type.isspace
            • nltk.text_type.istitle
            • nltk.text_type.isupper
            • nltk.text_type.join
            • nltk.text_type.ljust
            • nltk.text_type.lower
            • nltk.text_type.lstrip
            • nltk.text_type.partition
            • nltk.text_type.replace
            • nltk.text_type.rfind
            • nltk.text_type.rindex
            • nltk.text_type.rjust
            • nltk.text_type.rpartition
            • nltk.text_type.rsplit
            • nltk.text_type.rstrip
            • nltk.text_type.split
            • nltk.text_type.splitlines
            • nltk.text_type.startswith
            • nltk.text_type.strip
            • nltk.text_type.swapcase
            • nltk.text_type.title
            • nltk.text_type.translate
            • nltk.text_type.upper
            • nltk.text_type.zfill
      • Exceptions
        • nltk.LogicalExpressionException
        • nltk.Undefined
    • nltk.classify
      • Features
      • Featuresets
      • Training Classifiers
        • Functions
          • nltk.classify.accuracy()
          • nltk.classify.apply_features()
          • nltk.classify.call_megam()
          • nltk.classify.config_megam()
          • nltk.classify.config_weka()
          • nltk.classify.log_likelihood()
          • nltk.classify.rte_classifier()
          • nltk.classify.rte_features()
        • Classes
          • nltk.classify.BinaryMaxentFeatureEncoding
            • Methods
              • nltk.classify.BinaryMaxentFeatureEncoding.__init__
              • nltk.classify.BinaryMaxentFeatureEncoding.describe
              • nltk.classify.BinaryMaxentFeatureEncoding.encode
              • nltk.classify.BinaryMaxentFeatureEncoding.labels
              • nltk.classify.BinaryMaxentFeatureEncoding.length
              • nltk.classify.BinaryMaxentFeatureEncoding.train
          • nltk.classify.ClassifierI
            • Methods
              • nltk.classify.ClassifierI.classify
              • nltk.classify.ClassifierI.classify_many
              • nltk.classify.ClassifierI.labels
              • nltk.classify.ClassifierI.prob_classify
              • nltk.classify.ClassifierI.prob_classify_many
          • nltk.classify.ConditionalExponentialClassifier
            • Methods
              • nltk.classify.ConditionalExponentialClassifier.__init__
              • nltk.classify.ConditionalExponentialClassifier.classify
              • nltk.classify.ConditionalExponentialClassifier.classify_many
              • nltk.classify.ConditionalExponentialClassifier.explain
              • nltk.classify.ConditionalExponentialClassifier.labels
              • nltk.classify.ConditionalExponentialClassifier.prob_classify
              • nltk.classify.ConditionalExponentialClassifier.prob_classify_many
              • nltk.classify.ConditionalExponentialClassifier.set_weights
              • nltk.classify.ConditionalExponentialClassifier.show_most_informative_features
              • nltk.classify.ConditionalExponentialClassifier.train
              • nltk.classify.ConditionalExponentialClassifier.unicode_repr
              • nltk.classify.ConditionalExponentialClassifier.weights
            • Attributes
              • nltk.classify.ConditionalExponentialClassifier.ALGORITHMS
          • nltk.classify.DecisionTreeClassifier
            • Methods
              • nltk.classify.DecisionTreeClassifier.__init__
              • nltk.classify.DecisionTreeClassifier.best_binary_stump
              • nltk.classify.DecisionTreeClassifier.best_stump
              • nltk.classify.DecisionTreeClassifier.binary_stump
              • nltk.classify.DecisionTreeClassifier.classify
              • nltk.classify.DecisionTreeClassifier.classify_many
              • nltk.classify.DecisionTreeClassifier.error
              • nltk.classify.DecisionTreeClassifier.labels
              • nltk.classify.DecisionTreeClassifier.leaf
              • nltk.classify.DecisionTreeClassifier.pretty_format
              • nltk.classify.DecisionTreeClassifier.prob_classify
              • nltk.classify.DecisionTreeClassifier.prob_classify_many
              • nltk.classify.DecisionTreeClassifier.pseudocode
              • nltk.classify.DecisionTreeClassifier.refine
              • nltk.classify.DecisionTreeClassifier.stump
              • nltk.classify.DecisionTreeClassifier.train
            • Attributes
              • nltk.classify.DecisionTreeClassifier.unicode_repr
          • nltk.classify.MaxentClassifier
            • Methods
              • nltk.classify.MaxentClassifier.__init__
              • nltk.classify.MaxentClassifier.classify
              • nltk.classify.MaxentClassifier.classify_many
              • nltk.classify.MaxentClassifier.explain
              • nltk.classify.MaxentClassifier.labels
              • nltk.classify.MaxentClassifier.prob_classify
              • nltk.classify.MaxentClassifier.prob_classify_many
              • nltk.classify.MaxentClassifier.set_weights
              • nltk.classify.MaxentClassifier.show_most_informative_features
              • nltk.classify.MaxentClassifier.train
              • nltk.classify.MaxentClassifier.unicode_repr
              • nltk.classify.MaxentClassifier.weights
            • Attributes
              • nltk.classify.MaxentClassifier.ALGORITHMS
          • nltk.classify.MultiClassifierI
            • Methods
              • nltk.classify.MultiClassifierI.classify
              • nltk.classify.MultiClassifierI.classify_many
              • nltk.classify.MultiClassifierI.labels
              • nltk.classify.MultiClassifierI.prob_classify
              • nltk.classify.MultiClassifierI.prob_classify_many
          • nltk.classify.NaiveBayesClassifier
            • Methods
              • nltk.classify.NaiveBayesClassifier.__init__
              • nltk.classify.NaiveBayesClassifier.classify
              • nltk.classify.NaiveBayesClassifier.classify_many
              • nltk.classify.NaiveBayesClassifier.labels
              • nltk.classify.NaiveBayesClassifier.most_informative_features
              • nltk.classify.NaiveBayesClassifier.prob_classify
              • nltk.classify.NaiveBayesClassifier.prob_classify_many
              • nltk.classify.NaiveBayesClassifier.show_most_informative_features
              • nltk.classify.NaiveBayesClassifier.train
          • nltk.classify.PositiveNaiveBayesClassifier
            • Methods
              • nltk.classify.PositiveNaiveBayesClassifier.__init__
              • nltk.classify.PositiveNaiveBayesClassifier.classify
              • nltk.classify.PositiveNaiveBayesClassifier.classify_many
              • nltk.classify.PositiveNaiveBayesClassifier.labels
              • nltk.classify.PositiveNaiveBayesClassifier.most_informative_features
              • nltk.classify.PositiveNaiveBayesClassifier.prob_classify
              • nltk.classify.PositiveNaiveBayesClassifier.prob_classify_many
              • nltk.classify.PositiveNaiveBayesClassifier.show_most_informative_features
              • nltk.classify.PositiveNaiveBayesClassifier.train
          • nltk.classify.RTEFeatureExtractor
            • Methods
              • nltk.classify.RTEFeatureExtractor.__init__
              • nltk.classify.RTEFeatureExtractor.hyp_extra
              • nltk.classify.RTEFeatureExtractor.overlap
          • nltk.classify.Senna
            • Methods
              • nltk.classify.Senna.__init__
              • nltk.classify.Senna.evaluate
              • nltk.classify.Senna.executable
              • nltk.classify.Senna.tag
              • nltk.classify.Senna.tag_sents
            • Attributes
              • nltk.classify.Senna.SUPPORTED_OPERATIONS
              • nltk.classify.Senna.unicode_repr
          • nltk.classify.SklearnClassifier
            • Methods
              • nltk.classify.SklearnClassifier.__init__
              • nltk.classify.SklearnClassifier.classify
              • nltk.classify.SklearnClassifier.classify_many
              • nltk.classify.SklearnClassifier.labels
              • nltk.classify.SklearnClassifier.prob_classify
              • nltk.classify.SklearnClassifier.prob_classify_many
              • nltk.classify.SklearnClassifier.train
              • nltk.classify.SklearnClassifier.unicode_repr
          • nltk.classify.TextCat
            • Methods
              • nltk.classify.TextCat.__init__
              • nltk.classify.TextCat.calc_dist
              • nltk.classify.TextCat.guess_language
              • nltk.classify.TextCat.lang_dists
              • nltk.classify.TextCat.profile
              • nltk.classify.TextCat.remove_punctuation
            • Attributes
              • nltk.classify.TextCat.fingerprints
              • nltk.classify.TextCat.last_distances
          • nltk.classify.TypedMaxentFeatureEncoding
            • Methods
              • nltk.classify.TypedMaxentFeatureEncoding.__init__
              • nltk.classify.TypedMaxentFeatureEncoding.describe
              • nltk.classify.TypedMaxentFeatureEncoding.encode
              • nltk.classify.TypedMaxentFeatureEncoding.labels
              • nltk.classify.TypedMaxentFeatureEncoding.length
              • nltk.classify.TypedMaxentFeatureEncoding.train
          • nltk.classify.WekaClassifier
            • Methods
              • nltk.classify.WekaClassifier.__init__
              • nltk.classify.WekaClassifier.classify
              • nltk.classify.WekaClassifier.classify_many
              • nltk.classify.WekaClassifier.labels
              • nltk.classify.WekaClassifier.parse_weka_distribution
              • nltk.classify.WekaClassifier.parse_weka_output
              • nltk.classify.WekaClassifier.prob_classify
              • nltk.classify.WekaClassifier.prob_classify_many
              • nltk.classify.WekaClassifier.train
    • nltk.cluster
      • Functions
        • nltk.cluster.cosine_distance()
        • nltk.cluster.euclidean_distance()
      • Classes
        • nltk.cluster.Dendrogram
          • Methods
            • nltk.cluster.Dendrogram.__init__
            • nltk.cluster.Dendrogram.groups
            • nltk.cluster.Dendrogram.merge
            • nltk.cluster.Dendrogram.show
            • nltk.cluster.Dendrogram.unicode_repr
        • nltk.cluster.EMClusterer
          • Methods
            • nltk.cluster.EMClusterer.__init__
            • nltk.cluster.EMClusterer.classification_probdist
            • nltk.cluster.EMClusterer.classify
            • nltk.cluster.EMClusterer.classify_vectorspace
            • nltk.cluster.EMClusterer.cluster
            • nltk.cluster.EMClusterer.cluster_name
            • nltk.cluster.EMClusterer.cluster_names
            • nltk.cluster.EMClusterer.cluster_vectorspace
            • nltk.cluster.EMClusterer.likelihood
            • nltk.cluster.EMClusterer.likelihood_vectorspace
            • nltk.cluster.EMClusterer.num_clusters
            • nltk.cluster.EMClusterer.unicode_repr
            • nltk.cluster.EMClusterer.vector
        • nltk.cluster.GAAClusterer
          • Methods
            • nltk.cluster.GAAClusterer.__init__
            • nltk.cluster.GAAClusterer.classification_probdist
            • nltk.cluster.GAAClusterer.classify
            • nltk.cluster.GAAClusterer.classify_vectorspace
            • nltk.cluster.GAAClusterer.cluster
            • nltk.cluster.GAAClusterer.cluster_name
            • nltk.cluster.GAAClusterer.cluster_names
            • nltk.cluster.GAAClusterer.cluster_vectorspace
            • nltk.cluster.GAAClusterer.dendrogram
            • nltk.cluster.GAAClusterer.likelihood
            • nltk.cluster.GAAClusterer.likelihood_vectorspace
            • nltk.cluster.GAAClusterer.num_clusters
            • nltk.cluster.GAAClusterer.unicode_repr
            • nltk.cluster.GAAClusterer.update_clusters
            • nltk.cluster.GAAClusterer.vector
        • nltk.cluster.KMeansClusterer
          • Methods
            • nltk.cluster.KMeansClusterer.__init__
            • nltk.cluster.KMeansClusterer.classification_probdist
            • nltk.cluster.KMeansClusterer.classify
            • nltk.cluster.KMeansClusterer.classify_vectorspace
            • nltk.cluster.KMeansClusterer.cluster
            • nltk.cluster.KMeansClusterer.cluster_name
            • nltk.cluster.KMeansClusterer.cluster_names
            • nltk.cluster.KMeansClusterer.cluster_vectorspace
            • nltk.cluster.KMeansClusterer.likelihood
            • nltk.cluster.KMeansClusterer.likelihood_vectorspace
            • nltk.cluster.KMeansClusterer.means
            • nltk.cluster.KMeansClusterer.num_clusters
            • nltk.cluster.KMeansClusterer.unicode_repr
            • nltk.cluster.KMeansClusterer.vector
        • nltk.cluster.VectorSpaceClusterer
          • Methods
            • nltk.cluster.VectorSpaceClusterer.__init__
            • nltk.cluster.VectorSpaceClusterer.classification_probdist
            • nltk.cluster.VectorSpaceClusterer.classify
            • nltk.cluster.VectorSpaceClusterer.classify_vectorspace
            • nltk.cluster.VectorSpaceClusterer.cluster
            • nltk.cluster.VectorSpaceClusterer.cluster_name
            • nltk.cluster.VectorSpaceClusterer.cluster_names
            • nltk.cluster.VectorSpaceClusterer.cluster_vectorspace
            • nltk.cluster.VectorSpaceClusterer.likelihood
            • nltk.cluster.VectorSpaceClusterer.likelihood_vectorspace
            • nltk.cluster.VectorSpaceClusterer.num_clusters
            • nltk.cluster.VectorSpaceClusterer.vector
    • nltk.chunk
      • RegexpChunkParser
        • RegexpChunkRules
          • Tag Patterns
        • Efficiency
        • Emacs Tip
        • Unresolved Issues
        • Functions
          • nltk.chunk.accuracy()
          • nltk.chunk.conllstr2tree()
          • nltk.chunk.conlltags2tree()
          • nltk.chunk.ieerstr2tree()
          • nltk.chunk.load()
          • nltk.chunk.ne_chunk()
          • nltk.chunk.ne_chunk_sents()
          • nltk.chunk.tagstr2tree()
          • nltk.chunk.tree2conllstr()
          • nltk.chunk.tree2conlltags()
        • Classes
          • nltk.chunk.ChunkParserI
            • Methods
              • nltk.chunk.ChunkParserI.evaluate
              • nltk.chunk.ChunkParserI.grammar
              • nltk.chunk.ChunkParserI.parse
              • nltk.chunk.ChunkParserI.parse_all
              • nltk.chunk.ChunkParserI.parse_one
              • nltk.chunk.ChunkParserI.parse_sents
          • nltk.chunk.ChunkScore
            • Methods
              • nltk.chunk.ChunkScore.__init__
              • nltk.chunk.ChunkScore.accuracy
              • nltk.chunk.ChunkScore.correct
              • nltk.chunk.ChunkScore.f_measure
              • nltk.chunk.ChunkScore.guessed
              • nltk.chunk.ChunkScore.incorrect
              • nltk.chunk.ChunkScore.missed
              • nltk.chunk.ChunkScore.precision
              • nltk.chunk.ChunkScore.recall
              • nltk.chunk.ChunkScore.score
          • nltk.chunk.RegexpChunkParser
            • Methods
              • nltk.chunk.RegexpChunkParser.__init__
              • nltk.chunk.RegexpChunkParser.evaluate
              • nltk.chunk.RegexpChunkParser.grammar
              • nltk.chunk.RegexpChunkParser.parse
              • nltk.chunk.RegexpChunkParser.parse_all
              • nltk.chunk.RegexpChunkParser.parse_one
              • nltk.chunk.RegexpChunkParser.parse_sents
              • nltk.chunk.RegexpChunkParser.rules
              • nltk.chunk.RegexpChunkParser.unicode_repr
          • nltk.chunk.RegexpParser
            • Methods
              • nltk.chunk.RegexpParser.__init__
              • nltk.chunk.RegexpParser.evaluate
              • nltk.chunk.RegexpParser.grammar
              • nltk.chunk.RegexpParser.parse
              • nltk.chunk.RegexpParser.parse_all
              • nltk.chunk.RegexpParser.parse_one
              • nltk.chunk.RegexpParser.parse_sents
              • nltk.chunk.RegexpParser.unicode_repr
    • nltk.corpus
      • Available Corpora
      • Corpus Reader Functions
    • nltk.parse
      • Functions
        • nltk.parse.extract_test_sentences()
        • nltk.parse.load_parser()
      • Classes
        • nltk.parse.BllipParser
          • Methods
            • nltk.parse.BllipParser.__init__
            • nltk.parse.BllipParser.from_unified_model_dir
            • nltk.parse.BllipParser.grammar
            • nltk.parse.BllipParser.parse
            • nltk.parse.BllipParser.parse_all
            • nltk.parse.BllipParser.parse_one
            • nltk.parse.BllipParser.parse_sents
            • nltk.parse.BllipParser.tagged_parse
        • nltk.parse.BottomUpChartParser
          • Methods
            • nltk.parse.BottomUpChartParser.__init__
            • nltk.parse.BottomUpChartParser.chart_parse
            • nltk.parse.BottomUpChartParser.grammar
            • nltk.parse.BottomUpChartParser.parse
            • nltk.parse.BottomUpChartParser.parse_all
            • nltk.parse.BottomUpChartParser.parse_one
            • nltk.parse.BottomUpChartParser.parse_sents
        • nltk.parse.BottomUpLeftCornerChartParser
          • Methods
            • nltk.parse.BottomUpLeftCornerChartParser.__init__
            • nltk.parse.BottomUpLeftCornerChartParser.chart_parse
            • nltk.parse.BottomUpLeftCornerChartParser.grammar
            • nltk.parse.BottomUpLeftCornerChartParser.parse
            • nltk.parse.BottomUpLeftCornerChartParser.parse_all
            • nltk.parse.BottomUpLeftCornerChartParser.parse_one
            • nltk.parse.BottomUpLeftCornerChartParser.parse_sents
        • nltk.parse.BottomUpProbabilisticChartParser
          • Methods
            • nltk.parse.BottomUpProbabilisticChartParser.__init__
            • nltk.parse.BottomUpProbabilisticChartParser.grammar
            • nltk.parse.BottomUpProbabilisticChartParser.parse
            • nltk.parse.BottomUpProbabilisticChartParser.parse_all
            • nltk.parse.BottomUpProbabilisticChartParser.parse_one
            • nltk.parse.BottomUpProbabilisticChartParser.parse_sents
            • nltk.parse.BottomUpProbabilisticChartParser.sort_queue
            • nltk.parse.BottomUpProbabilisticChartParser.trace
        • nltk.parse.ChartParser
          • Methods
            • nltk.parse.ChartParser.__init__
            • nltk.parse.ChartParser.chart_parse
            • nltk.parse.ChartParser.grammar
            • nltk.parse.ChartParser.parse
            • nltk.parse.ChartParser.parse_all
            • nltk.parse.ChartParser.parse_one
            • nltk.parse.ChartParser.parse_sents
        • nltk.parse.DependencyEvaluator
          • Methods
            • nltk.parse.DependencyEvaluator.__init__
            • nltk.parse.DependencyEvaluator.eval
        • nltk.parse.DependencyGraph
          • Methods
            • nltk.parse.DependencyGraph.__init__
            • nltk.parse.DependencyGraph.add_arc
            • nltk.parse.DependencyGraph.add_node
            • nltk.parse.DependencyGraph.connect_graph
            • nltk.parse.DependencyGraph.contains_address
            • nltk.parse.DependencyGraph.contains_cycle
            • nltk.parse.DependencyGraph.get_by_address
            • nltk.parse.DependencyGraph.get_cycle_path
            • nltk.parse.DependencyGraph.left_children
            • nltk.parse.DependencyGraph.load
            • nltk.parse.DependencyGraph.nx_graph
            • nltk.parse.DependencyGraph.redirect_arcs
            • nltk.parse.DependencyGraph.remove_by_address
            • nltk.parse.DependencyGraph.right_children
            • nltk.parse.DependencyGraph.to_conll
            • nltk.parse.DependencyGraph.to_dot
            • nltk.parse.DependencyGraph.tree
            • nltk.parse.DependencyGraph.triples
            • nltk.parse.DependencyGraph.unicode_repr
        • nltk.parse.EarleyChartParser
          • Methods
            • nltk.parse.EarleyChartParser.__init__
            • nltk.parse.EarleyChartParser.chart_parse
            • nltk.parse.EarleyChartParser.grammar
            • nltk.parse.EarleyChartParser.parse
            • nltk.parse.EarleyChartParser.parse_all
            • nltk.parse.EarleyChartParser.parse_one
            • nltk.parse.EarleyChartParser.parse_sents
        • nltk.parse.FeatureBottomUpChartParser
          • Methods
            • nltk.parse.FeatureBottomUpChartParser.__init__
            • nltk.parse.FeatureBottomUpChartParser.chart_parse
            • nltk.parse.FeatureBottomUpChartParser.grammar
            • nltk.parse.FeatureBottomUpChartParser.parse
            • nltk.parse.FeatureBottomUpChartParser.parse_all
            • nltk.parse.FeatureBottomUpChartParser.parse_one
            • nltk.parse.FeatureBottomUpChartParser.parse_sents
        • nltk.parse.FeatureBottomUpLeftCornerChartParser
          • Methods
            • nltk.parse.FeatureBottomUpLeftCornerChartParser.__init__
            • nltk.parse.FeatureBottomUpLeftCornerChartParser.chart_parse
            • nltk.parse.FeatureBottomUpLeftCornerChartParser.grammar
            • nltk.parse.FeatureBottomUpLeftCornerChartParser.parse
            • nltk.parse.FeatureBottomUpLeftCornerChartParser.parse_all
            • nltk.parse.FeatureBottomUpLeftCornerChartParser.parse_one
            • nltk.parse.FeatureBottomUpLeftCornerChartParser.parse_sents
        • nltk.parse.FeatureChartParser
          • Methods
            • nltk.parse.FeatureChartParser.__init__
            • nltk.parse.FeatureChartParser.chart_parse
            • nltk.parse.FeatureChartParser.grammar
            • nltk.parse.FeatureChartParser.parse
            • nltk.parse.FeatureChartParser.parse_all
            • nltk.parse.FeatureChartParser.parse_one
            • nltk.parse.FeatureChartParser.parse_sents
        • nltk.parse.FeatureEarleyChartParser
          • Methods
            • nltk.parse.FeatureEarleyChartParser.__init__
            • nltk.parse.FeatureEarleyChartParser.chart_parse
            • nltk.parse.FeatureEarleyChartParser.grammar
            • nltk.parse.FeatureEarleyChartParser.parse
            • nltk.parse.FeatureEarleyChartParser.parse_all
            • nltk.parse.FeatureEarleyChartParser.parse_one
            • nltk.parse.FeatureEarleyChartParser.parse_sents
        • nltk.parse.FeatureIncrementalBottomUpChartParser
          • Methods
            • nltk.parse.FeatureIncrementalBottomUpChartParser.__init__
            • nltk.parse.FeatureIncrementalBottomUpChartParser.chart_parse
            • nltk.parse.FeatureIncrementalBottomUpChartParser.grammar
            • nltk.parse.FeatureIncrementalBottomUpChartParser.parse
            • nltk.parse.FeatureIncrementalBottomUpChartParser.parse_all
            • nltk.parse.FeatureIncrementalBottomUpChartParser.parse_one
            • nltk.parse.FeatureIncrementalBottomUpChartParser.parse_sents
        • nltk.parse.FeatureIncrementalBottomUpLeftCornerChartParser
          • Methods
            • nltk.parse.FeatureIncrementalBottomUpLeftCornerChartParser.__init__
            • nltk.parse.FeatureIncrementalBottomUpLeftCornerChartParser.chart_parse
            • nltk.parse.FeatureIncrementalBottomUpLeftCornerChartParser.grammar
            • nltk.parse.FeatureIncrementalBottomUpLeftCornerChartParser.parse
            • nltk.parse.FeatureIncrementalBottomUpLeftCornerChartParser.parse_all
            • nltk.parse.FeatureIncrementalBottomUpLeftCornerChartParser.parse_one
            • nltk.parse.FeatureIncrementalBottomUpLeftCornerChartParser.parse_sents
        • nltk.parse.FeatureIncrementalChartParser
          • Methods
            • nltk.parse.FeatureIncrementalChartParser.__init__
            • nltk.parse.FeatureIncrementalChartParser.chart_parse
            • nltk.parse.FeatureIncrementalChartParser.grammar
            • nltk.parse.FeatureIncrementalChartParser.parse
            • nltk.parse.FeatureIncrementalChartParser.parse_all
            • nltk.parse.FeatureIncrementalChartParser.parse_one
            • nltk.parse.FeatureIncrementalChartParser.parse_sents
        • nltk.parse.FeatureIncrementalTopDownChartParser
          • Methods
            • nltk.parse.FeatureIncrementalTopDownChartParser.__init__
            • nltk.parse.FeatureIncrementalTopDownChartParser.chart_parse
            • nltk.parse.FeatureIncrementalTopDownChartParser.grammar
            • nltk.parse.FeatureIncrementalTopDownChartParser.parse
            • nltk.parse.FeatureIncrementalTopDownChartParser.parse_all
            • nltk.parse.FeatureIncrementalTopDownChartParser.parse_one
            • nltk.parse.FeatureIncrementalTopDownChartParser.parse_sents
        • nltk.parse.FeatureTopDownChartParser
          • Methods
            • nltk.parse.FeatureTopDownChartParser.__init__
            • nltk.parse.FeatureTopDownChartParser.chart_parse
            • nltk.parse.FeatureTopDownChartParser.grammar
            • nltk.parse.FeatureTopDownChartParser.parse
            • nltk.parse.FeatureTopDownChartParser.parse_all
            • nltk.parse.FeatureTopDownChartParser.parse_one
            • nltk.parse.FeatureTopDownChartParser.parse_sents
        • nltk.parse.IncrementalBottomUpChartParser
          • Methods
            • nltk.parse.IncrementalBottomUpChartParser.__init__
            • nltk.parse.IncrementalBottomUpChartParser.chart_parse
            • nltk.parse.IncrementalBottomUpChartParser.grammar
            • nltk.parse.IncrementalBottomUpChartParser.parse
            • nltk.parse.IncrementalBottomUpChartParser.parse_all
            • nltk.parse.IncrementalBottomUpChartParser.parse_one
            • nltk.parse.IncrementalBottomUpChartParser.parse_sents
        • nltk.parse.IncrementalBottomUpLeftCornerChartParser
          • Methods
            • nltk.parse.IncrementalBottomUpLeftCornerChartParser.__init__
            • nltk.parse.IncrementalBottomUpLeftCornerChartParser.chart_parse
            • nltk.parse.IncrementalBottomUpLeftCornerChartParser.grammar
            • nltk.parse.IncrementalBottomUpLeftCornerChartParser.parse
            • nltk.parse.IncrementalBottomUpLeftCornerChartParser.parse_all
            • nltk.parse.IncrementalBottomUpLeftCornerChartParser.parse_one
            • nltk.parse.IncrementalBottomUpLeftCornerChartParser.parse_sents
        • nltk.parse.IncrementalChartParser
          • Methods
            • nltk.parse.IncrementalChartParser.__init__
            • nltk.parse.IncrementalChartParser.chart_parse
            • nltk.parse.IncrementalChartParser.grammar
            • nltk.parse.IncrementalChartParser.parse
            • nltk.parse.IncrementalChartParser.parse_all
            • nltk.parse.IncrementalChartParser.parse_one
            • nltk.parse.IncrementalChartParser.parse_sents
        • nltk.parse.IncrementalLeftCornerChartParser
          • Methods
            • nltk.parse.IncrementalLeftCornerChartParser.__init__
            • nltk.parse.IncrementalLeftCornerChartParser.chart_parse
            • nltk.parse.IncrementalLeftCornerChartParser.grammar
            • nltk.parse.IncrementalLeftCornerChartParser.parse
            • nltk.parse.IncrementalLeftCornerChartParser.parse_all
            • nltk.parse.IncrementalLeftCornerChartParser.parse_one
            • nltk.parse.IncrementalLeftCornerChartParser.parse_sents
        • nltk.parse.IncrementalTopDownChartParser
          • Methods
            • nltk.parse.IncrementalTopDownChartParser.__init__
            • nltk.parse.IncrementalTopDownChartParser.chart_parse
            • nltk.parse.IncrementalTopDownChartParser.grammar
            • nltk.parse.IncrementalTopDownChartParser.parse
            • nltk.parse.IncrementalTopDownChartParser.parse_all
            • nltk.parse.IncrementalTopDownChartParser.parse_one
            • nltk.parse.IncrementalTopDownChartParser.parse_sents
        • nltk.parse.InsideChartParser
          • Methods
            • nltk.parse.InsideChartParser.__init__
            • nltk.parse.InsideChartParser.grammar
            • nltk.parse.InsideChartParser.parse
            • nltk.parse.InsideChartParser.parse_all
            • nltk.parse.InsideChartParser.parse_one
            • nltk.parse.InsideChartParser.parse_sents
            • nltk.parse.InsideChartParser.sort_queue
            • nltk.parse.InsideChartParser.trace
        • nltk.parse.LeftCornerChartParser
          • Methods
            • nltk.parse.LeftCornerChartParser.__init__
            • nltk.parse.LeftCornerChartParser.chart_parse
            • nltk.parse.LeftCornerChartParser.grammar
            • nltk.parse.LeftCornerChartParser.parse
            • nltk.parse.LeftCornerChartParser.parse_all
            • nltk.parse.LeftCornerChartParser.parse_one
            • nltk.parse.LeftCornerChartParser.parse_sents
        • nltk.parse.LongestChartParser
          • Methods
            • nltk.parse.LongestChartParser.__init__
            • nltk.parse.LongestChartParser.grammar
            • nltk.parse.LongestChartParser.parse
            • nltk.parse.LongestChartParser.parse_all
            • nltk.parse.LongestChartParser.parse_one
            • nltk.parse.LongestChartParser.parse_sents
            • nltk.parse.LongestChartParser.sort_queue
            • nltk.parse.LongestChartParser.trace
        • nltk.parse.MaltParser
          • Methods
            • nltk.parse.MaltParser.__init__
            • nltk.parse.MaltParser.generate_malt_command
            • nltk.parse.MaltParser.grammar
            • nltk.parse.MaltParser.parse
            • nltk.parse.MaltParser.parse_all
            • nltk.parse.MaltParser.parse_one
            • nltk.parse.MaltParser.parse_sents
            • nltk.parse.MaltParser.parse_tagged_sents
            • nltk.parse.MaltParser.train
            • nltk.parse.MaltParser.train_from_file
        • nltk.parse.NaiveBayesDependencyScorer
          • Methods
            • nltk.parse.NaiveBayesDependencyScorer.__init__
            • nltk.parse.NaiveBayesDependencyScorer.score
            • nltk.parse.NaiveBayesDependencyScorer.train
        • nltk.parse.NonprojectiveDependencyParser
          • Methods
            • nltk.parse.NonprojectiveDependencyParser.__init__
            • nltk.parse.NonprojectiveDependencyParser.parse
        • nltk.parse.ParserI
          • Methods
            • nltk.parse.ParserI.grammar
            • nltk.parse.ParserI.parse
            • nltk.parse.ParserI.parse_all
            • nltk.parse.ParserI.parse_one
            • nltk.parse.ParserI.parse_sents
        • nltk.parse.ProbabilisticNonprojectiveParser
          • Methods
            • nltk.parse.ProbabilisticNonprojectiveParser.__init__
            • nltk.parse.ProbabilisticNonprojectiveParser.best_incoming_arc
            • nltk.parse.ProbabilisticNonprojectiveParser.collapse_nodes
            • nltk.parse.ProbabilisticNonprojectiveParser.compute_max_subtract_score
            • nltk.parse.ProbabilisticNonprojectiveParser.compute_original_indexes
            • nltk.parse.ProbabilisticNonprojectiveParser.initialize_edge_scores
            • nltk.parse.ProbabilisticNonprojectiveParser.original_best_arc
            • nltk.parse.ProbabilisticNonprojectiveParser.parse
            • nltk.parse.ProbabilisticNonprojectiveParser.train
            • nltk.parse.ProbabilisticNonprojectiveParser.update_edge_scores
        • nltk.parse.ProbabilisticProjectiveDependencyParser
          • Methods
            • nltk.parse.ProbabilisticProjectiveDependencyParser.__init__
            • nltk.parse.ProbabilisticProjectiveDependencyParser.compute_prob
            • nltk.parse.ProbabilisticProjectiveDependencyParser.concatenate
            • nltk.parse.ProbabilisticProjectiveDependencyParser.parse
            • nltk.parse.ProbabilisticProjectiveDependencyParser.train
        • nltk.parse.ProjectiveDependencyParser
          • Methods
            • nltk.parse.ProjectiveDependencyParser.__init__
            • nltk.parse.ProjectiveDependencyParser.concatenate
            • nltk.parse.ProjectiveDependencyParser.parse
        • nltk.parse.RandomChartParser
          • Methods
            • nltk.parse.RandomChartParser.__init__
            • nltk.parse.RandomChartParser.grammar
            • nltk.parse.RandomChartParser.parse
            • nltk.parse.RandomChartParser.parse_all
            • nltk.parse.RandomChartParser.parse_one
            • nltk.parse.RandomChartParser.parse_sents
            • nltk.parse.RandomChartParser.sort_queue
            • nltk.parse.RandomChartParser.trace
        • nltk.parse.RecursiveDescentParser
          • Methods
            • nltk.parse.RecursiveDescentParser.__init__
            • nltk.parse.RecursiveDescentParser.grammar
            • nltk.parse.RecursiveDescentParser.parse
            • nltk.parse.RecursiveDescentParser.parse_all
            • nltk.parse.RecursiveDescentParser.parse_one
            • nltk.parse.RecursiveDescentParser.parse_sents
            • nltk.parse.RecursiveDescentParser.trace
        • nltk.parse.ShiftReduceParser
          • Methods
            • nltk.parse.ShiftReduceParser.__init__
            • nltk.parse.ShiftReduceParser.grammar
            • nltk.parse.ShiftReduceParser.parse
            • nltk.parse.ShiftReduceParser.parse_all
            • nltk.parse.ShiftReduceParser.parse_one
            • nltk.parse.ShiftReduceParser.parse_sents
            • nltk.parse.ShiftReduceParser.trace
        • nltk.parse.SteppingChartParser
          • Methods
            • nltk.parse.SteppingChartParser.__init__
            • nltk.parse.SteppingChartParser.chart
            • nltk.parse.SteppingChartParser.chart_parse
            • nltk.parse.SteppingChartParser.current_chartrule
            • nltk.parse.SteppingChartParser.grammar
            • nltk.parse.SteppingChartParser.initialize
            • nltk.parse.SteppingChartParser.parse
            • nltk.parse.SteppingChartParser.parse_all
            • nltk.parse.SteppingChartParser.parse_one
            • nltk.parse.SteppingChartParser.parse_sents
            • nltk.parse.SteppingChartParser.parses
            • nltk.parse.SteppingChartParser.set_chart
            • nltk.parse.SteppingChartParser.set_grammar
            • nltk.parse.SteppingChartParser.set_strategy
            • nltk.parse.SteppingChartParser.step
            • nltk.parse.SteppingChartParser.strategy
        • nltk.parse.SteppingRecursiveDescentParser
          • Methods
            • nltk.parse.SteppingRecursiveDescentParser.__init__
            • nltk.parse.SteppingRecursiveDescentParser.backtrack
            • nltk.parse.SteppingRecursiveDescentParser.currently_complete
            • nltk.parse.SteppingRecursiveDescentParser.expand
            • nltk.parse.SteppingRecursiveDescentParser.expandable_productions
            • nltk.parse.SteppingRecursiveDescentParser.frontier
            • nltk.parse.SteppingRecursiveDescentParser.grammar
            • nltk.parse.SteppingRecursiveDescentParser.initialize
            • nltk.parse.SteppingRecursiveDescentParser.match
            • nltk.parse.SteppingRecursiveDescentParser.parse
            • nltk.parse.SteppingRecursiveDescentParser.parse_all
            • nltk.parse.SteppingRecursiveDescentParser.parse_one
            • nltk.parse.SteppingRecursiveDescentParser.parse_sents
            • nltk.parse.SteppingRecursiveDescentParser.parses
            • nltk.parse.SteppingRecursiveDescentParser.remaining_text
            • nltk.parse.SteppingRecursiveDescentParser.set_grammar
            • nltk.parse.SteppingRecursiveDescentParser.step
            • nltk.parse.SteppingRecursiveDescentParser.trace
            • nltk.parse.SteppingRecursiveDescentParser.tree
            • nltk.parse.SteppingRecursiveDescentParser.untried_expandable_productions
            • nltk.parse.SteppingRecursiveDescentParser.untried_match
        • nltk.parse.SteppingShiftReduceParser
          • Methods
            • nltk.parse.SteppingShiftReduceParser.__init__
            • nltk.parse.SteppingShiftReduceParser.grammar
            • nltk.parse.SteppingShiftReduceParser.initialize
            • nltk.parse.SteppingShiftReduceParser.parse
            • nltk.parse.SteppingShiftReduceParser.parse_all
            • nltk.parse.SteppingShiftReduceParser.parse_one
            • nltk.parse.SteppingShiftReduceParser.parse_sents
            • nltk.parse.SteppingShiftReduceParser.parses
            • nltk.parse.SteppingShiftReduceParser.reduce
            • nltk.parse.SteppingShiftReduceParser.reducible_productions
            • nltk.parse.SteppingShiftReduceParser.remaining_text
            • nltk.parse.SteppingShiftReduceParser.set_grammar
            • nltk.parse.SteppingShiftReduceParser.shift
            • nltk.parse.SteppingShiftReduceParser.stack
            • nltk.parse.SteppingShiftReduceParser.step
            • nltk.parse.SteppingShiftReduceParser.trace
            • nltk.parse.SteppingShiftReduceParser.undo
        • nltk.parse.TestGrammar
          • Methods
            • nltk.parse.TestGrammar.__init__
            • nltk.parse.TestGrammar.run
        • nltk.parse.TopDownChartParser
          • Methods
            • nltk.parse.TopDownChartParser.__init__
            • nltk.parse.TopDownChartParser.chart_parse
            • nltk.parse.TopDownChartParser.grammar
            • nltk.parse.TopDownChartParser.parse
            • nltk.parse.TopDownChartParser.parse_all
            • nltk.parse.TopDownChartParser.parse_one
            • nltk.parse.TopDownChartParser.parse_sents
        • nltk.parse.TransitionParser
          • Methods
            • nltk.parse.TransitionParser.__init__
            • nltk.parse.TransitionParser.grammar
            • nltk.parse.TransitionParser.parse
            • nltk.parse.TransitionParser.parse_all
            • nltk.parse.TransitionParser.parse_one
            • nltk.parse.TransitionParser.parse_sents
            • nltk.parse.TransitionParser.train
          • Attributes
            • nltk.parse.TransitionParser.ARC_EAGER
            • nltk.parse.TransitionParser.ARC_STANDARD
        • nltk.parse.UnsortedChartParser
          • Methods
            • nltk.parse.UnsortedChartParser.__init__
            • nltk.parse.UnsortedChartParser.grammar
            • nltk.parse.UnsortedChartParser.parse
            • nltk.parse.UnsortedChartParser.parse_all
            • nltk.parse.UnsortedChartParser.parse_one
            • nltk.parse.UnsortedChartParser.parse_sents
            • nltk.parse.UnsortedChartParser.sort_queue
            • nltk.parse.UnsortedChartParser.trace
        • nltk.parse.ViterbiParser
          • Methods
            • nltk.parse.ViterbiParser.__init__
            • nltk.parse.ViterbiParser.grammar
            • nltk.parse.ViterbiParser.parse
            • nltk.parse.ViterbiParser.parse_all
            • nltk.parse.ViterbiParser.parse_one
            • nltk.parse.ViterbiParser.parse_sents
            • nltk.parse.ViterbiParser.trace
            • nltk.parse.ViterbiParser.unicode_repr
    • nltk.sem
      • Functions
        • nltk.sem.arity()
        • nltk.sem.binding_ops()
        • nltk.sem.boolean_ops()
        • nltk.sem.clause()
        • nltk.sem.equality_preds()
        • nltk.sem.evaluate_sents()
        • nltk.sem.extract_rels()
        • nltk.sem.interpret_sents()
        • nltk.sem.is_rel()
        • nltk.sem.parse_sents()
        • nltk.sem.read_logic()
        • nltk.sem.read_valuation()
        • nltk.sem.root_semrep()
        • nltk.sem.rtuple()
        • nltk.sem.set2rel()
        • nltk.sem.skolemize()
      • Classes
        • nltk.sem.ApplicationExpression
          • Methods
            • nltk.sem.ApplicationExpression.__init__
            • nltk.sem.ApplicationExpression.applyto
            • nltk.sem.ApplicationExpression.constants
            • nltk.sem.ApplicationExpression.equiv
            • nltk.sem.ApplicationExpression.findtype
            • nltk.sem.ApplicationExpression.free
            • nltk.sem.ApplicationExpression.fromstring
            • nltk.sem.ApplicationExpression.is_atom
            • nltk.sem.ApplicationExpression.make_VariableExpression
            • nltk.sem.ApplicationExpression.negate
            • nltk.sem.ApplicationExpression.normalize
            • nltk.sem.ApplicationExpression.predicates
            • nltk.sem.ApplicationExpression.replace
            • nltk.sem.ApplicationExpression.simplify
            • nltk.sem.ApplicationExpression.substitute_bindings
            • nltk.sem.ApplicationExpression.typecheck
            • nltk.sem.ApplicationExpression.uncurry
            • nltk.sem.ApplicationExpression.unicode_repr
            • nltk.sem.ApplicationExpression.variables
            • nltk.sem.ApplicationExpression.visit
            • nltk.sem.ApplicationExpression.visit_structured
          • Attributes
            • nltk.sem.ApplicationExpression.args
            • nltk.sem.ApplicationExpression.pred
            • nltk.sem.ApplicationExpression.type
        • nltk.sem.Assignment
          • Methods
            • nltk.sem.Assignment.__init__
            • nltk.sem.Assignment.add
            • nltk.sem.Assignment.clear
            • nltk.sem.Assignment.copy
            • nltk.sem.Assignment.fromkeys
            • nltk.sem.Assignment.get
            • nltk.sem.Assignment.has_key
            • nltk.sem.Assignment.items
            • nltk.sem.Assignment.iteritems
            • nltk.sem.Assignment.iterkeys
            • nltk.sem.Assignment.itervalues
            • nltk.sem.Assignment.keys
            • nltk.sem.Assignment.pop
            • nltk.sem.Assignment.popitem
            • nltk.sem.Assignment.purge
            • nltk.sem.Assignment.setdefault
            • nltk.sem.Assignment.update
            • nltk.sem.Assignment.values
            • nltk.sem.Assignment.viewitems
            • nltk.sem.Assignment.viewkeys
            • nltk.sem.Assignment.viewvalues
          • Attributes
            • nltk.sem.Assignment.unicode_repr
        • nltk.sem.Boxer
          • Methods
            • nltk.sem.Boxer.__init__
            • nltk.sem.Boxer.interpret
            • nltk.sem.Boxer.interpret_multi
            • nltk.sem.Boxer.interpret_multi_sents
            • nltk.sem.Boxer.interpret_sents
            • nltk.sem.Boxer.set_bin_dir
        • nltk.sem.DRS
          • Methods
            • nltk.sem.DRS.__init__
            • nltk.sem.DRS.applyto
            • nltk.sem.DRS.constants
            • nltk.sem.DRS.draw
            • nltk.sem.DRS.eliminate_equality
            • nltk.sem.DRS.equiv
            • nltk.sem.DRS.findtype
            • nltk.sem.DRS.fol
            • nltk.sem.DRS.free
            • nltk.sem.DRS.fromstring
            • nltk.sem.DRS.get_refs
            • nltk.sem.DRS.is_pronoun_function
            • nltk.sem.DRS.make_EqualityExpression
            • nltk.sem.DRS.make_VariableExpression
            • nltk.sem.DRS.negate
            • nltk.sem.DRS.normalize
            • nltk.sem.DRS.predicates
            • nltk.sem.DRS.pretty_format
            • nltk.sem.DRS.pretty_print
            • nltk.sem.DRS.replace
            • nltk.sem.DRS.resolve_anaphora
            • nltk.sem.DRS.simplify
            • nltk.sem.DRS.substitute_bindings
            • nltk.sem.DRS.typecheck
            • nltk.sem.DRS.unicode_repr
            • nltk.sem.DRS.variables
            • nltk.sem.DRS.visit
            • nltk.sem.DRS.visit_structured
          • Attributes
            • nltk.sem.DRS.type
        • nltk.sem.DrtExpression
          • Methods
            • nltk.sem.DrtExpression.applyto
            • nltk.sem.DrtExpression.draw
            • nltk.sem.DrtExpression.eliminate_equality
            • nltk.sem.DrtExpression.equiv
            • nltk.sem.DrtExpression.fromstring
            • nltk.sem.DrtExpression.get_refs
            • nltk.sem.DrtExpression.is_pronoun_function
            • nltk.sem.DrtExpression.make_EqualityExpression
            • nltk.sem.DrtExpression.make_VariableExpression
            • nltk.sem.DrtExpression.pretty_format
            • nltk.sem.DrtExpression.pretty_print
            • nltk.sem.DrtExpression.resolve_anaphora
            • nltk.sem.DrtExpression.typecheck
          • Attributes
            • nltk.sem.DrtExpression.type
        • nltk.sem.Expression
          • Methods
            • nltk.sem.Expression.applyto
            • nltk.sem.Expression.constants
            • nltk.sem.Expression.equiv
            • nltk.sem.Expression.findtype
            • nltk.sem.Expression.free
            • nltk.sem.Expression.fromstring
            • nltk.sem.Expression.make_VariableExpression
            • nltk.sem.Expression.negate
            • nltk.sem.Expression.normalize
            • nltk.sem.Expression.predicates
            • nltk.sem.Expression.replace
            • nltk.sem.Expression.simplify
            • nltk.sem.Expression.substitute_bindings
            • nltk.sem.Expression.typecheck
            • nltk.sem.Expression.unicode_repr
            • nltk.sem.Expression.variables
            • nltk.sem.Expression.visit
            • nltk.sem.Expression.visit_structured
        • nltk.sem.FStructure
          • Methods
            • nltk.sem.FStructure.clear
            • nltk.sem.FStructure.copy
            • nltk.sem.FStructure.fromkeys
            • nltk.sem.FStructure.get
            • nltk.sem.FStructure.has_key
            • nltk.sem.FStructure.items
            • nltk.sem.FStructure.iteritems
            • nltk.sem.FStructure.iterkeys
            • nltk.sem.FStructure.itervalues
            • nltk.sem.FStructure.keys
            • nltk.sem.FStructure.pop
            • nltk.sem.FStructure.popitem
            • nltk.sem.FStructure.pretty_format
            • nltk.sem.FStructure.read_depgraph
            • nltk.sem.FStructure.safeappend
            • nltk.sem.FStructure.setdefault
            • nltk.sem.FStructure.to_depgraph
            • nltk.sem.FStructure.to_glueformula_list
            • nltk.sem.FStructure.unicode_repr
            • nltk.sem.FStructure.update
            • nltk.sem.FStructure.values
            • nltk.sem.FStructure.viewitems
            • nltk.sem.FStructure.viewkeys
            • nltk.sem.FStructure.viewvalues
        • nltk.sem.Model
          • Methods
            • nltk.sem.Model.__init__
            • nltk.sem.Model.evaluate
            • nltk.sem.Model.i
            • nltk.sem.Model.satisfiers
            • nltk.sem.Model.satisfy
            • nltk.sem.Model.unicode_repr
        • nltk.sem.Valuation
          • Methods
            • nltk.sem.Valuation.__init__
            • nltk.sem.Valuation.clear
            • nltk.sem.Valuation.copy
            • nltk.sem.Valuation.fromkeys
            • nltk.sem.Valuation.fromstring
            • nltk.sem.Valuation.get
            • nltk.sem.Valuation.has_key
            • nltk.sem.Valuation.items
            • nltk.sem.Valuation.iteritems
            • nltk.sem.Valuation.iterkeys
            • nltk.sem.Valuation.itervalues
            • nltk.sem.Valuation.keys
            • nltk.sem.Valuation.pop
            • nltk.sem.Valuation.popitem
            • nltk.sem.Valuation.setdefault
            • nltk.sem.Valuation.update
            • nltk.sem.Valuation.values
            • nltk.sem.Valuation.viewitems
            • nltk.sem.Valuation.viewkeys
            • nltk.sem.Valuation.viewvalues
          • Attributes
            • nltk.sem.Valuation.domain
            • nltk.sem.Valuation.symbols
            • nltk.sem.Valuation.unicode_repr
        • nltk.sem.Variable
          • Methods
            • nltk.sem.Variable.__init__
            • nltk.sem.Variable.substitute_bindings
            • nltk.sem.Variable.unicode_repr
      • Exceptions
        • nltk.sem.LogicalExpressionException
        • nltk.sem.Undefined
    • nltk.stem
      • Classes
        • nltk.stem.ISRIStemmer
          • Methods
            • nltk.stem.ISRIStemmer.__init__
            • nltk.stem.ISRIStemmer.end_w5
            • nltk.stem.ISRIStemmer.end_w6
            • nltk.stem.ISRIStemmer.norm
            • nltk.stem.ISRIStemmer.pre1
            • nltk.stem.ISRIStemmer.pre32
            • nltk.stem.ISRIStemmer.pro_w4
            • nltk.stem.ISRIStemmer.pro_w53
            • nltk.stem.ISRIStemmer.pro_w54
            • nltk.stem.ISRIStemmer.pro_w6
            • nltk.stem.ISRIStemmer.pro_w64
            • nltk.stem.ISRIStemmer.stem
            • nltk.stem.ISRIStemmer.suf1
            • nltk.stem.ISRIStemmer.suf32
            • nltk.stem.ISRIStemmer.waw
        • nltk.stem.LancasterStemmer
          • Methods
            • nltk.stem.LancasterStemmer.__init__
            • nltk.stem.LancasterStemmer.parseRules
            • nltk.stem.LancasterStemmer.stem
            • nltk.stem.LancasterStemmer.unicode_repr
          • Attributes
            • nltk.stem.LancasterStemmer.rule_tuple
        • nltk.stem.PorterStemmer
          • Methods
            • nltk.stem.PorterStemmer.__init__
            • nltk.stem.PorterStemmer.stem
            • nltk.stem.PorterStemmer.stem_word
            • nltk.stem.PorterStemmer.unicode_repr
        • nltk.stem.RSLPStemmer
          • Methods
            • nltk.stem.RSLPStemmer.__init__
            • nltk.stem.RSLPStemmer.apply_rule
            • nltk.stem.RSLPStemmer.read_rule
            • nltk.stem.RSLPStemmer.stem
        • nltk.stem.RegexpStemmer
          • Methods
            • nltk.stem.RegexpStemmer.__init__
            • nltk.stem.RegexpStemmer.stem
            • nltk.stem.RegexpStemmer.unicode_repr
        • nltk.stem.SnowballStemmer
          • Methods
            • nltk.stem.SnowballStemmer.__init__
            • nltk.stem.SnowballStemmer.stem
          • Attributes
            • nltk.stem.SnowballStemmer.languages
        • nltk.stem.StemmerI
          • Methods
            • nltk.stem.StemmerI.stem
        • nltk.stem.WordNetLemmatizer
          • Methods
            • nltk.stem.WordNetLemmatizer.__init__
            • nltk.stem.WordNetLemmatizer.lemmatize
            • nltk.stem.WordNetLemmatizer.unicode_repr
    • nltk.tag
      • Functions
        • nltk.tag.load()
        • nltk.tag.map_tag()
        • nltk.tag.pos_tag()
        • nltk.tag.pos_tag_sents()
        • nltk.tag.str2tuple()
        • nltk.tag.tagset_mapping()
        • nltk.tag.tuple2str()
        • nltk.tag.untag()
      • Classes
        • nltk.tag.AffixTagger
          • Methods
            • nltk.tag.AffixTagger.__init__
            • nltk.tag.AffixTagger.choose_tag
            • nltk.tag.AffixTagger.context
            • nltk.tag.AffixTagger.decode_json_obj
            • nltk.tag.AffixTagger.encode_json_obj
            • nltk.tag.AffixTagger.evaluate
            • nltk.tag.AffixTagger.size
            • nltk.tag.AffixTagger.tag
            • nltk.tag.AffixTagger.tag_one
            • nltk.tag.AffixTagger.tag_sents
            • nltk.tag.AffixTagger.unicode_repr
          • Attributes
            • nltk.tag.AffixTagger.backoff
            • nltk.tag.AffixTagger.json_tag
        • nltk.tag.BigramTagger
          • Methods
            • nltk.tag.BigramTagger.__init__
            • nltk.tag.BigramTagger.choose_tag
            • nltk.tag.BigramTagger.context
            • nltk.tag.BigramTagger.decode_json_obj
            • nltk.tag.BigramTagger.encode_json_obj
            • nltk.tag.BigramTagger.evaluate
            • nltk.tag.BigramTagger.size
            • nltk.tag.BigramTagger.tag
            • nltk.tag.BigramTagger.tag_one
            • nltk.tag.BigramTagger.tag_sents
            • nltk.tag.BigramTagger.unicode_repr
          • Attributes
            • nltk.tag.BigramTagger.backoff
            • nltk.tag.BigramTagger.json_tag
        • nltk.tag.BrillTagger
          • Methods
            • nltk.tag.BrillTagger.__init__
            • nltk.tag.BrillTagger.batch_tag_incremental
            • nltk.tag.BrillTagger.decode_json_obj
            • nltk.tag.BrillTagger.encode_json_obj
            • nltk.tag.BrillTagger.evaluate
            • nltk.tag.BrillTagger.print_template_statistics
            • nltk.tag.BrillTagger.rules
            • nltk.tag.BrillTagger.tag
            • nltk.tag.BrillTagger.tag_sents
            • nltk.tag.BrillTagger.train_stats
          • Attributes
            • nltk.tag.BrillTagger.json_tag
        • nltk.tag.BrillTaggerTrainer
          • Methods
            • nltk.tag.BrillTaggerTrainer.__init__
            • nltk.tag.BrillTaggerTrainer.train
        • nltk.tag.CRFTagger
          • Methods
            • nltk.tag.CRFTagger.__init__
            • nltk.tag.CRFTagger.evaluate
            • nltk.tag.CRFTagger.set_model_file
            • nltk.tag.CRFTagger.tag
            • nltk.tag.CRFTagger.tag_sents
            • nltk.tag.CRFTagger.train
        • nltk.tag.ClassifierBasedPOSTagger
          • Methods
            • nltk.tag.ClassifierBasedPOSTagger.__init__
            • nltk.tag.ClassifierBasedPOSTagger.choose_tag
            • nltk.tag.ClassifierBasedPOSTagger.classifier
            • nltk.tag.ClassifierBasedPOSTagger.evaluate
            • nltk.tag.ClassifierBasedPOSTagger.feature_detector
            • nltk.tag.ClassifierBasedPOSTagger.tag
            • nltk.tag.ClassifierBasedPOSTagger.tag_one
            • nltk.tag.ClassifierBasedPOSTagger.tag_sents
            • nltk.tag.ClassifierBasedPOSTagger.unicode_repr
          • Attributes
            • nltk.tag.ClassifierBasedPOSTagger.backoff
        • nltk.tag.ClassifierBasedTagger
          • Methods
            • nltk.tag.ClassifierBasedTagger.__init__
            • nltk.tag.ClassifierBasedTagger.choose_tag
            • nltk.tag.ClassifierBasedTagger.classifier
            • nltk.tag.ClassifierBasedTagger.evaluate
            • nltk.tag.ClassifierBasedTagger.feature_detector
            • nltk.tag.ClassifierBasedTagger.tag
            • nltk.tag.ClassifierBasedTagger.tag_one
            • nltk.tag.ClassifierBasedTagger.tag_sents
            • nltk.tag.ClassifierBasedTagger.unicode_repr
          • Attributes
            • nltk.tag.ClassifierBasedTagger.backoff
        • nltk.tag.ContextTagger
          • Methods
            • nltk.tag.ContextTagger.__init__
            • nltk.tag.ContextTagger.choose_tag
            • nltk.tag.ContextTagger.context
            • nltk.tag.ContextTagger.evaluate
            • nltk.tag.ContextTagger.size
            • nltk.tag.ContextTagger.tag
            • nltk.tag.ContextTagger.tag_one
            • nltk.tag.ContextTagger.tag_sents
            • nltk.tag.ContextTagger.unicode_repr
          • Attributes
            • nltk.tag.ContextTagger.backoff
        • nltk.tag.DefaultTagger
          • Methods
            • nltk.tag.DefaultTagger.__init__
            • nltk.tag.DefaultTagger.choose_tag
            • nltk.tag.DefaultTagger.decode_json_obj
            • nltk.tag.DefaultTagger.encode_json_obj
            • nltk.tag.DefaultTagger.evaluate
            • nltk.tag.DefaultTagger.tag
            • nltk.tag.DefaultTagger.tag_one
            • nltk.tag.DefaultTagger.tag_sents
            • nltk.tag.DefaultTagger.unicode_repr
          • Attributes
            • nltk.tag.DefaultTagger.backoff
            • nltk.tag.DefaultTagger.json_tag
        • nltk.tag.HiddenMarkovModelTagger
          • Methods
            • nltk.tag.HiddenMarkovModelTagger.__init__
            • nltk.tag.HiddenMarkovModelTagger.best_path
            • nltk.tag.HiddenMarkovModelTagger.best_path_simple
            • nltk.tag.HiddenMarkovModelTagger.entropy
            • nltk.tag.HiddenMarkovModelTagger.evaluate
            • nltk.tag.HiddenMarkovModelTagger.log_probability
            • nltk.tag.HiddenMarkovModelTagger.point_entropy
            • nltk.tag.HiddenMarkovModelTagger.probability
            • nltk.tag.HiddenMarkovModelTagger.random_sample
            • nltk.tag.HiddenMarkovModelTagger.reset_cache
            • nltk.tag.HiddenMarkovModelTagger.tag
            • nltk.tag.HiddenMarkovModelTagger.tag_sents
            • nltk.tag.HiddenMarkovModelTagger.test
            • nltk.tag.HiddenMarkovModelTagger.train
            • nltk.tag.HiddenMarkovModelTagger.unicode_repr
        • nltk.tag.HiddenMarkovModelTrainer
          • Methods
            • nltk.tag.HiddenMarkovModelTrainer.__init__
            • nltk.tag.HiddenMarkovModelTrainer.train
            • nltk.tag.HiddenMarkovModelTrainer.train_supervised
            • nltk.tag.HiddenMarkovModelTrainer.train_unsupervised
        • nltk.tag.HunposTagger
          • Methods
            • nltk.tag.HunposTagger.__init__
            • nltk.tag.HunposTagger.close
            • nltk.tag.HunposTagger.evaluate
            • nltk.tag.HunposTagger.tag
            • nltk.tag.HunposTagger.tag_sents
        • nltk.tag.NgramTagger
          • Methods
            • nltk.tag.NgramTagger.__init__
            • nltk.tag.NgramTagger.choose_tag
            • nltk.tag.NgramTagger.context
            • nltk.tag.NgramTagger.decode_json_obj
            • nltk.tag.NgramTagger.encode_json_obj
            • nltk.tag.NgramTagger.evaluate
            • nltk.tag.NgramTagger.size
            • nltk.tag.NgramTagger.tag
            • nltk.tag.NgramTagger.tag_one
            • nltk.tag.NgramTagger.tag_sents
            • nltk.tag.NgramTagger.unicode_repr
          • Attributes
            • nltk.tag.NgramTagger.backoff
            • nltk.tag.NgramTagger.json_tag
        • nltk.tag.PerceptronTagger
          • Methods
            • nltk.tag.PerceptronTagger.__init__
            • nltk.tag.PerceptronTagger.evaluate
            • nltk.tag.PerceptronTagger.load
            • nltk.tag.PerceptronTagger.normalize
            • nltk.tag.PerceptronTagger.tag
            • nltk.tag.PerceptronTagger.tag_sents
            • nltk.tag.PerceptronTagger.train
          • Attributes
            • nltk.tag.PerceptronTagger.END
            • nltk.tag.PerceptronTagger.START
            • nltk.tag.PerceptronTagger.unicode_repr
        • nltk.tag.RegexpTagger
          • Methods
            • nltk.tag.RegexpTagger.__init__
            • nltk.tag.RegexpTagger.choose_tag
            • nltk.tag.RegexpTagger.decode_json_obj
            • nltk.tag.RegexpTagger.encode_json_obj
            • nltk.tag.RegexpTagger.evaluate
            • nltk.tag.RegexpTagger.tag
            • nltk.tag.RegexpTagger.tag_one
            • nltk.tag.RegexpTagger.tag_sents
            • nltk.tag.RegexpTagger.unicode_repr
          • Attributes
            • nltk.tag.RegexpTagger.backoff
            • nltk.tag.RegexpTagger.json_tag
        • nltk.tag.SennaChunkTagger
          • Methods
            • nltk.tag.SennaChunkTagger.__init__
            • nltk.tag.SennaChunkTagger.bio_to_chunks
            • nltk.tag.SennaChunkTagger.evaluate
            • nltk.tag.SennaChunkTagger.executable
            • nltk.tag.SennaChunkTagger.tag
            • nltk.tag.SennaChunkTagger.tag_sents
          • Attributes
            • nltk.tag.SennaChunkTagger.SUPPORTED_OPERATIONS
            • nltk.tag.SennaChunkTagger.unicode_repr
        • nltk.tag.SennaNERTagger
          • Methods
            • nltk.tag.SennaNERTagger.__init__
            • nltk.tag.SennaNERTagger.evaluate
            • nltk.tag.SennaNERTagger.executable
            • nltk.tag.SennaNERTagger.tag
            • nltk.tag.SennaNERTagger.tag_sents
          • Attributes
            • nltk.tag.SennaNERTagger.SUPPORTED_OPERATIONS
            • nltk.tag.SennaNERTagger.unicode_repr
        • nltk.tag.SennaTagger
          • Methods
            • nltk.tag.SennaTagger.__init__
            • nltk.tag.SennaTagger.evaluate
            • nltk.tag.SennaTagger.executable
            • nltk.tag.SennaTagger.tag
            • nltk.tag.SennaTagger.tag_sents
          • Attributes
            • nltk.tag.SennaTagger.SUPPORTED_OPERATIONS
            • nltk.tag.SennaTagger.unicode_repr
        • nltk.tag.SequentialBackoffTagger
          • Methods
            • nltk.tag.SequentialBackoffTagger.__init__
            • nltk.tag.SequentialBackoffTagger.choose_tag
            • nltk.tag.SequentialBackoffTagger.evaluate
            • nltk.tag.SequentialBackoffTagger.tag
            • nltk.tag.SequentialBackoffTagger.tag_one
            • nltk.tag.SequentialBackoffTagger.tag_sents
          • Attributes
            • nltk.tag.SequentialBackoffTagger.backoff
        • nltk.tag.StanfordNERTagger
          • Methods
            • nltk.tag.StanfordNERTagger.__init__
            • nltk.tag.StanfordNERTagger.evaluate
            • nltk.tag.StanfordNERTagger.parse_output
            • nltk.tag.StanfordNERTagger.tag
            • nltk.tag.StanfordNERTagger.tag_sents
        • nltk.tag.StanfordPOSTagger
          • Methods
            • nltk.tag.StanfordPOSTagger.__init__
            • nltk.tag.StanfordPOSTagger.evaluate
            • nltk.tag.StanfordPOSTagger.parse_output
            • nltk.tag.StanfordPOSTagger.tag
            • nltk.tag.StanfordPOSTagger.tag_sents
        • nltk.tag.StanfordTagger
          • Methods
            • nltk.tag.StanfordTagger.__init__
            • nltk.tag.StanfordTagger.evaluate
            • nltk.tag.StanfordTagger.parse_output
            • nltk.tag.StanfordTagger.tag
            • nltk.tag.StanfordTagger.tag_sents
        • nltk.tag.TaggerI
          • Methods
            • nltk.tag.TaggerI.evaluate
            • nltk.tag.TaggerI.tag
            • nltk.tag.TaggerI.tag_sents
        • nltk.tag.TnT
          • Methods
            • nltk.tag.TnT.__init__
            • nltk.tag.TnT.evaluate
            • nltk.tag.TnT.tag
            • nltk.tag.TnT.tag_sents
            • nltk.tag.TnT.tagdata
            • nltk.tag.TnT.train
        • nltk.tag.TrigramTagger
          • Methods
            • nltk.tag.TrigramTagger.__init__
            • nltk.tag.TrigramTagger.choose_tag
            • nltk.tag.TrigramTagger.context
            • nltk.tag.TrigramTagger.decode_json_obj
            • nltk.tag.TrigramTagger.encode_json_obj
            • nltk.tag.TrigramTagger.evaluate
            • nltk.tag.TrigramTagger.size
            • nltk.tag.TrigramTagger.tag
            • nltk.tag.TrigramTagger.tag_one
            • nltk.tag.TrigramTagger.tag_sents
            • nltk.tag.TrigramTagger.unicode_repr
          • Attributes
            • nltk.tag.TrigramTagger.backoff
            • nltk.tag.TrigramTagger.json_tag
        • nltk.tag.UnigramTagger
          • Methods
            • nltk.tag.UnigramTagger.__init__
            • nltk.tag.UnigramTagger.choose_tag
            • nltk.tag.UnigramTagger.context
            • nltk.tag.UnigramTagger.decode_json_obj
            • nltk.tag.UnigramTagger.encode_json_obj
            • nltk.tag.UnigramTagger.evaluate
            • nltk.tag.UnigramTagger.size
            • nltk.tag.UnigramTagger.tag
            • nltk.tag.UnigramTagger.tag_one
            • nltk.tag.UnigramTagger.tag_sents
            • nltk.tag.UnigramTagger.unicode_repr
          • Attributes
            • nltk.tag.UnigramTagger.backoff
            • nltk.tag.UnigramTagger.json_tag
    • nltk.tokenize
      • Functions
        • nltk.tokenize.casual_tokenize()
        • nltk.tokenize.line_tokenize()
        • nltk.tokenize.load()
        • nltk.tokenize.regexp_span_tokenize()
        • nltk.tokenize.regexp_tokenize()
        • nltk.tokenize.sent_tokenize()
        • nltk.tokenize.string_span_tokenize()
        • nltk.tokenize.word_tokenize()
      • Classes
        • nltk.tokenize.BlanklineTokenizer
          • Methods
            • nltk.tokenize.BlanklineTokenizer.__init__
            • nltk.tokenize.BlanklineTokenizer.span_tokenize
            • nltk.tokenize.BlanklineTokenizer.span_tokenize_sents
            • nltk.tokenize.BlanklineTokenizer.tokenize
            • nltk.tokenize.BlanklineTokenizer.tokenize_sents
            • nltk.tokenize.BlanklineTokenizer.unicode_repr
        • nltk.tokenize.LineTokenizer
          • Methods
            • nltk.tokenize.LineTokenizer.__init__
            • nltk.tokenize.LineTokenizer.span_tokenize
            • nltk.tokenize.LineTokenizer.span_tokenize_sents
            • nltk.tokenize.LineTokenizer.tokenize
            • nltk.tokenize.LineTokenizer.tokenize_sents
        • nltk.tokenize.MWETokenizer
          • Methods
            • nltk.tokenize.MWETokenizer.__init__
            • nltk.tokenize.MWETokenizer.add_mwe
            • nltk.tokenize.MWETokenizer.span_tokenize
            • nltk.tokenize.MWETokenizer.span_tokenize_sents
            • nltk.tokenize.MWETokenizer.tokenize
            • nltk.tokenize.MWETokenizer.tokenize_sents
        • nltk.tokenize.PunktSentenceTokenizer
          • Methods
            • nltk.tokenize.PunktSentenceTokenizer.__init__
            • nltk.tokenize.PunktSentenceTokenizer.debug_decisions
            • nltk.tokenize.PunktSentenceTokenizer.dump
            • nltk.tokenize.PunktSentenceTokenizer.sentences_from_text
            • nltk.tokenize.PunktSentenceTokenizer.sentences_from_text_legacy
            • nltk.tokenize.PunktSentenceTokenizer.sentences_from_tokens
            • nltk.tokenize.PunktSentenceTokenizer.span_tokenize
            • nltk.tokenize.PunktSentenceTokenizer.span_tokenize_sents
            • nltk.tokenize.PunktSentenceTokenizer.text_contains_sentbreak
            • nltk.tokenize.PunktSentenceTokenizer.tokenize
            • nltk.tokenize.PunktSentenceTokenizer.tokenize_sents
            • nltk.tokenize.PunktSentenceTokenizer.train
          • Attributes
            • nltk.tokenize.PunktSentenceTokenizer.PUNCTUATION
        • nltk.tokenize.RegexpTokenizer
          • Methods
            • nltk.tokenize.RegexpTokenizer.__init__
            • nltk.tokenize.RegexpTokenizer.span_tokenize
            • nltk.tokenize.RegexpTokenizer.span_tokenize_sents
            • nltk.tokenize.RegexpTokenizer.tokenize
            • nltk.tokenize.RegexpTokenizer.tokenize_sents
            • nltk.tokenize.RegexpTokenizer.unicode_repr
        • nltk.tokenize.SExprTokenizer
          • Methods
            • nltk.tokenize.SExprTokenizer.__init__
            • nltk.tokenize.SExprTokenizer.span_tokenize
            • nltk.tokenize.SExprTokenizer.span_tokenize_sents
            • nltk.tokenize.SExprTokenizer.tokenize
            • nltk.tokenize.SExprTokenizer.tokenize_sents
        • nltk.tokenize.SpaceTokenizer
          • Methods
            • nltk.tokenize.SpaceTokenizer.span_tokenize
            • nltk.tokenize.SpaceTokenizer.span_tokenize_sents
            • nltk.tokenize.SpaceTokenizer.tokenize
            • nltk.tokenize.SpaceTokenizer.tokenize_sents
        • nltk.tokenize.StanfordTokenizer
          • Methods
            • nltk.tokenize.StanfordTokenizer.__init__
            • nltk.tokenize.StanfordTokenizer.span_tokenize
            • nltk.tokenize.StanfordTokenizer.span_tokenize_sents
            • nltk.tokenize.StanfordTokenizer.tokenize
            • nltk.tokenize.StanfordTokenizer.tokenize_sents
        • nltk.tokenize.TabTokenizer
          • Methods
            • nltk.tokenize.TabTokenizer.span_tokenize
            • nltk.tokenize.TabTokenizer.span_tokenize_sents
            • nltk.tokenize.TabTokenizer.tokenize
            • nltk.tokenize.TabTokenizer.tokenize_sents
        • nltk.tokenize.TextTilingTokenizer
          • Methods
            • nltk.tokenize.TextTilingTokenizer.__init__
            • nltk.tokenize.TextTilingTokenizer.span_tokenize
            • nltk.tokenize.TextTilingTokenizer.span_tokenize_sents
            • nltk.tokenize.TextTilingTokenizer.tokenize
            • nltk.tokenize.TextTilingTokenizer.tokenize_sents
        • nltk.tokenize.TreebankWordTokenizer
          • Methods
            • nltk.tokenize.TreebankWordTokenizer.span_tokenize
            • nltk.tokenize.TreebankWordTokenizer.span_tokenize_sents
            • nltk.tokenize.TreebankWordTokenizer.tokenize
            • nltk.tokenize.TreebankWordTokenizer.tokenize_sents
          • Attributes
            • nltk.tokenize.TreebankWordTokenizer.CONTRACTIONS2
            • nltk.tokenize.TreebankWordTokenizer.CONTRACTIONS3
            • nltk.tokenize.TreebankWordTokenizer.CONTRACTIONS4
            • nltk.tokenize.TreebankWordTokenizer.ENDING_QUOTES
            • nltk.tokenize.TreebankWordTokenizer.PARENS_BRACKETS
            • nltk.tokenize.TreebankWordTokenizer.PUNCTUATION
            • nltk.tokenize.TreebankWordTokenizer.STARTING_QUOTES
        • nltk.tokenize.TweetTokenizer
          • Methods
            • nltk.tokenize.TweetTokenizer.__init__
            • nltk.tokenize.TweetTokenizer.tokenize
        • nltk.tokenize.WhitespaceTokenizer
          • Methods
            • nltk.tokenize.WhitespaceTokenizer.__init__
            • nltk.tokenize.WhitespaceTokenizer.span_tokenize
            • nltk.tokenize.WhitespaceTokenizer.span_tokenize_sents
            • nltk.tokenize.WhitespaceTokenizer.tokenize
            • nltk.tokenize.WhitespaceTokenizer.tokenize_sents
            • nltk.tokenize.WhitespaceTokenizer.unicode_repr
        • nltk.tokenize.WordPunctTokenizer
          • Methods
            • nltk.tokenize.WordPunctTokenizer.__init__
            • nltk.tokenize.WordPunctTokenizer.span_tokenize
            • nltk.tokenize.WordPunctTokenizer.span_tokenize_sents
            • nltk.tokenize.WordPunctTokenizer.tokenize
            • nltk.tokenize.WordPunctTokenizer.tokenize_sents
            • nltk.tokenize.WordPunctTokenizer.unicode_repr
    • nltk.twitter
      • Functions
        • nltk.twitter.json2csv()
  • API — gensim
    • gensim
      • Classes
        • gensim.NullHandler
          • Methods
            • gensim.NullHandler.__init__
            • gensim.NullHandler.acquire
            • gensim.NullHandler.addFilter
            • gensim.NullHandler.close
            • gensim.NullHandler.createLock
            • gensim.NullHandler.emit
            • gensim.NullHandler.filter
            • gensim.NullHandler.flush
            • gensim.NullHandler.format
            • gensim.NullHandler.get_name
            • gensim.NullHandler.handle
            • gensim.NullHandler.handleError
            • gensim.NullHandler.release
            • gensim.NullHandler.removeFilter
            • gensim.NullHandler.setFormatter
            • gensim.NullHandler.setLevel
            • gensim.NullHandler.set_name
          • Attributes
            • gensim.NullHandler.name
    • gensim.interfaces
      • Classes
        • gensim.interfaces.CorpusABC
          • Methods
            • gensim.interfaces.CorpusABC.load
            • gensim.interfaces.CorpusABC.save
            • gensim.interfaces.CorpusABC.save_corpus
        • gensim.interfaces.SimilarityABC
          • Methods
            • gensim.interfaces.SimilarityABC.__init__
            • gensim.interfaces.SimilarityABC.get_similarities
            • gensim.interfaces.SimilarityABC.load
            • gensim.interfaces.SimilarityABC.save
        • gensim.interfaces.TransformationABC
          • Methods
            • gensim.interfaces.TransformationABC.load
            • gensim.interfaces.TransformationABC.save
        • gensim.interfaces.TransformedCorpus
          • Methods
            • gensim.interfaces.TransformedCorpus.__init__
            • gensim.interfaces.TransformedCorpus.load
            • gensim.interfaces.TransformedCorpus.save
            • gensim.interfaces.TransformedCorpus.save_corpus
        • gensim.interfaces.xrange
    • gensim.matutils
      • Functions
        • gensim.matutils.any2sparse()
        • gensim.matutils.argsort()
        • gensim.matutils.blas()
        • gensim.matutils.corpus2csc()
        • gensim.matutils.corpus2dense()
        • gensim.matutils.cossim()
        • gensim.matutils.dense2vec()
        • gensim.matutils.entropy()
        • gensim.matutils.full2sparse()
        • gensim.matutils.full2sparse_clipped()
        • gensim.matutils.get_lapack_funcs()
        • gensim.matutils.hellinger()
        • gensim.matutils.isbow()
        • gensim.matutils.ismatrix()
        • gensim.matutils.iteritems()
        • gensim.matutils.itervalues()
        • gensim.matutils.jaccard()
        • gensim.matutils.kullback_leibler()
        • gensim.matutils.pad()
        • gensim.matutils.qr_destroy()
        • gensim.matutils.ret_normalized_vec()
        • gensim.matutils.scipy2sparse()
        • gensim.matutils.sparse2full()
        • gensim.matutils.triu()
        • gensim.matutils.triu_indices()
        • gensim.matutils.unitvec()
        • gensim.matutils.veclen()
        • gensim.matutils.zeros_aligned()
      • Classes
        • gensim.matutils.Dense2Corpus
          • Methods
            • gensim.matutils.Dense2Corpus.__init__
        • gensim.matutils.MmReader
          • Methods
            • gensim.matutils.MmReader.__init__
            • gensim.matutils.MmReader.docbyoffset
            • gensim.matutils.MmReader.skip_headers
        • gensim.matutils.MmWriter
          • Methods
            • gensim.matutils.MmWriter.__init__
            • gensim.matutils.MmWriter.close
            • gensim.matutils.MmWriter.fake_headers
            • gensim.matutils.MmWriter.write_corpus
            • gensim.matutils.MmWriter.write_headers
            • gensim.matutils.MmWriter.write_vector
          • Attributes
            • gensim.matutils.MmWriter.HEADER_LINE
        • gensim.matutils.Scipy2Corpus
          • Methods
            • gensim.matutils.Scipy2Corpus.__init__
        • gensim.matutils.Sparse2Corpus
          • Methods
            • gensim.matutils.Sparse2Corpus.__init__
        • gensim.matutils.izip
          • Attributes
            • gensim.matutils.izip.next
        • gensim.matutils.xrange
    • gensim.utils
      • Functions
        • gensim.utils.any2unicode()
        • gensim.utils.any2utf8()
        • gensim.utils.check_output()
        • gensim.utils.chunkize()
        • gensim.utils.chunkize_serial()
        • gensim.utils.contextmanager()
        • gensim.utils.copytree_hardlink()
        • gensim.utils.deaccent()
        • gensim.utils.decode_htmlentities()
        • gensim.utils.dict_from_corpus()
        • gensim.utils.file_or_filename()
        • gensim.utils.getNS()
        • gensim.utils.get_max_id()
        • gensim.utils.get_my_ip()
        • gensim.utils.grouper()
        • gensim.utils.has_pattern()
        • gensim.utils.identity()
        • gensim.utils.is_corpus()
        • gensim.utils.iteritems()
        • gensim.utils.keep_vocab_item()
        • gensim.utils.lemmatize()
        • gensim.utils.mock_data()
        • gensim.utils.mock_data_row()
        • gensim.utils.pickle()
        • gensim.utils.prune_vocab()
        • gensim.utils.pyro_daemon()
        • gensim.utils.qsize()
        • gensim.utils.randfname()
        • gensim.utils.revdict()
        • gensim.utils.safe_unichr()
        • gensim.utils.simple_preprocess()
        • gensim.utils.smart_extension()
        • gensim.utils.smart_open()
        • gensim.utils.synchronous()
        • gensim.utils.to_unicode()
        • gensim.utils.to_utf8()
        • gensim.utils.tokenize()
        • gensim.utils.toptexts()
        • gensim.utils.u()
        • gensim.utils.unichr()
        • gensim.utils.unpickle()
        • gensim.utils.upload_chunked()
        • gensim.utils.wraps()
      • Classes
        • gensim.utils.ClippedCorpus
          • Methods
            • gensim.utils.ClippedCorpus.__init__
            • gensim.utils.ClippedCorpus.load
            • gensim.utils.ClippedCorpus.save
        • gensim.utils.FakeDict
          • Methods
            • gensim.utils.FakeDict.__init__
            • gensim.utils.FakeDict.get
            • gensim.utils.FakeDict.iteritems
            • gensim.utils.FakeDict.keys
        • gensim.utils.InputQueue
          • Methods
            • gensim.utils.InputQueue.__init__
            • gensim.utils.InputQueue.is_alive
            • gensim.utils.InputQueue.join
            • gensim.utils.InputQueue.run
            • gensim.utils.InputQueue.start
            • gensim.utils.InputQueue.terminate
          • Attributes
            • gensim.utils.InputQueue.authkey
            • gensim.utils.InputQueue.daemon
            • gensim.utils.InputQueue.exitcode
            • gensim.utils.InputQueue.ident
            • gensim.utils.InputQueue.name
            • gensim.utils.InputQueue.pid
        • gensim.utils.NoCM
          • Methods
            • gensim.utils.NoCM.acquire
            • gensim.utils.NoCM.release
        • gensim.utils.RepeatCorpus
          • Methods
            • gensim.utils.RepeatCorpus.__init__
            • gensim.utils.RepeatCorpus.load
            • gensim.utils.RepeatCorpus.save
        • gensim.utils.RepeatCorpusNTimes
          • Methods
            • gensim.utils.RepeatCorpusNTimes.__init__
            • gensim.utils.RepeatCorpusNTimes.load
            • gensim.utils.RepeatCorpusNTimes.save
        • gensim.utils.SaveLoad
          • Methods
            • gensim.utils.SaveLoad.load
            • gensim.utils.SaveLoad.save
        • gensim.utils.SlicedCorpus
          • Methods
            • gensim.utils.SlicedCorpus.__init__
            • gensim.utils.SlicedCorpus.load
            • gensim.utils.SlicedCorpus.save
        • gensim.utils.xrange
    • gensim.corpora
      • Classes
        • gensim.corpora.BleiCorpus
          • Methods
            • gensim.corpora.BleiCorpus.__init__
            • gensim.corpora.BleiCorpus.docbyoffset
            • gensim.corpora.BleiCorpus.line2doc
            • gensim.corpora.BleiCorpus.load
            • gensim.corpora.BleiCorpus.save
            • gensim.corpora.BleiCorpus.save_corpus
            • gensim.corpora.BleiCorpus.serialize
        • gensim.corpora.Dictionary
          • Methods
            • gensim.corpora.Dictionary.__init__
            • gensim.corpora.Dictionary.add_documents
            • gensim.corpora.Dictionary.compactify
            • gensim.corpora.Dictionary.doc2bow
            • gensim.corpora.Dictionary.filter_extremes
            • gensim.corpora.Dictionary.filter_n_most_frequent
            • gensim.corpora.Dictionary.filter_tokens
            • gensim.corpora.Dictionary.from_corpus
            • gensim.corpora.Dictionary.from_documents
            • gensim.corpora.Dictionary.get
            • gensim.corpora.Dictionary.items
            • gensim.corpora.Dictionary.iteritems
            • gensim.corpora.Dictionary.iterkeys
            • gensim.corpora.Dictionary.itervalues
            • gensim.corpora.Dictionary.keys
            • gensim.corpora.Dictionary.load
            • gensim.corpora.Dictionary.load_from_text
            • gensim.corpora.Dictionary.merge_with
            • gensim.corpora.Dictionary.save
            • gensim.corpora.Dictionary.save_as_text
            • gensim.corpora.Dictionary.values
        • gensim.corpora.HashDictionary
          • Methods
            • gensim.corpora.HashDictionary.__init__
            • gensim.corpora.HashDictionary.add_documents
            • gensim.corpora.HashDictionary.clear
            • gensim.corpora.HashDictionary.copy
            • gensim.corpora.HashDictionary.doc2bow
            • gensim.corpora.HashDictionary.filter_extremes
            • gensim.corpora.HashDictionary.from_documents
            • gensim.corpora.HashDictionary.fromkeys
            • gensim.corpora.HashDictionary.get
            • gensim.corpora.HashDictionary.has_key
            • gensim.corpora.HashDictionary.items
            • gensim.corpora.HashDictionary.iteritems
            • gensim.corpora.HashDictionary.iterkeys
            • gensim.corpora.HashDictionary.itervalues
            • gensim.corpora.HashDictionary.keys
            • gensim.corpora.HashDictionary.load
            • gensim.corpora.HashDictionary.pop
            • gensim.corpora.HashDictionary.popitem
            • gensim.corpora.HashDictionary.restricted_hash
            • gensim.corpora.HashDictionary.save
            • gensim.corpora.HashDictionary.save_as_text
            • gensim.corpora.HashDictionary.setdefault
            • gensim.corpora.HashDictionary.update
            • gensim.corpora.HashDictionary.values
            • gensim.corpora.HashDictionary.viewitems
            • gensim.corpora.HashDictionary.viewkeys
            • gensim.corpora.HashDictionary.viewvalues
        • gensim.corpora.IndexedCorpus
          • Methods
            • gensim.corpora.IndexedCorpus.__init__
            • gensim.corpora.IndexedCorpus.load
            • gensim.corpora.IndexedCorpus.save
            • gensim.corpora.IndexedCorpus.save_corpus
            • gensim.corpora.IndexedCorpus.serialize
        • gensim.corpora.LowCorpus
          • Methods
            • gensim.corpora.LowCorpus.__init__
            • gensim.corpora.LowCorpus.docbyoffset
            • gensim.corpora.LowCorpus.line2doc
            • gensim.corpora.LowCorpus.load
            • gensim.corpora.LowCorpus.save
            • gensim.corpora.LowCorpus.save_corpus
            • gensim.corpora.LowCorpus.serialize
          • Attributes
            • gensim.corpora.LowCorpus.id2word
        • gensim.corpora.MalletCorpus
          • Methods
            • gensim.corpora.MalletCorpus.__init__
            • gensim.corpora.MalletCorpus.docbyoffset
            • gensim.corpora.MalletCorpus.line2doc
            • gensim.corpora.MalletCorpus.load
            • gensim.corpora.MalletCorpus.save
            • gensim.corpora.MalletCorpus.save_corpus
            • gensim.corpora.MalletCorpus.serialize
          • Attributes
            • gensim.corpora.MalletCorpus.id2word
        • gensim.corpora.MmCorpus
          • Methods
            • gensim.corpora.MmCorpus.__init__
            • gensim.corpora.MmCorpus.docbyoffset
            • gensim.corpora.MmCorpus.load
            • gensim.corpora.MmCorpus.save
            • gensim.corpora.MmCorpus.save_corpus
            • gensim.corpora.MmCorpus.serialize
            • gensim.corpora.MmCorpus.skip_headers
        • gensim.corpora.ShardedCorpus
          • Methods
            • gensim.corpora.ShardedCorpus.__init__
            • gensim.corpora.ShardedCorpus.get_by_offset
            • gensim.corpora.ShardedCorpus.in_current
            • gensim.corpora.ShardedCorpus.in_next
            • gensim.corpora.ShardedCorpus.init_by_clone
            • gensim.corpora.ShardedCorpus.init_shards
            • gensim.corpora.ShardedCorpus.load
            • gensim.corpora.ShardedCorpus.load_shard
            • gensim.corpora.ShardedCorpus.reset
            • gensim.corpora.ShardedCorpus.resize_shards
            • gensim.corpora.ShardedCorpus.save
            • gensim.corpora.ShardedCorpus.save_corpus
            • gensim.corpora.ShardedCorpus.save_shard
            • gensim.corpora.ShardedCorpus.serialize
            • gensim.corpora.ShardedCorpus.shard_by_offset
        • gensim.corpora.SvmLightCorpus
          • Methods
            • gensim.corpora.SvmLightCorpus.__init__
            • gensim.corpora.SvmLightCorpus.doc2line
            • gensim.corpora.SvmLightCorpus.docbyoffset
            • gensim.corpora.SvmLightCorpus.line2doc
            • gensim.corpora.SvmLightCorpus.load
            • gensim.corpora.SvmLightCorpus.save
            • gensim.corpora.SvmLightCorpus.save_corpus
            • gensim.corpora.SvmLightCorpus.serialize
        • gensim.corpora.TextCorpus
          • Methods
            • gensim.corpora.TextCorpus.__init__
            • gensim.corpora.TextCorpus.get_texts
            • gensim.corpora.TextCorpus.getstream
            • gensim.corpora.TextCorpus.load
            • gensim.corpora.TextCorpus.save
            • gensim.corpora.TextCorpus.save_corpus
        • gensim.corpora.UciCorpus
          • Methods
            • gensim.corpora.UciCorpus.__init__
            • gensim.corpora.UciCorpus.create_dictionary
            • gensim.corpora.UciCorpus.docbyoffset
            • gensim.corpora.UciCorpus.load
            • gensim.corpora.UciCorpus.save
            • gensim.corpora.UciCorpus.save_corpus
            • gensim.corpora.UciCorpus.serialize
            • gensim.corpora.UciCorpus.skip_headers
        • gensim.corpora.WikiCorpus
          • Methods
            • gensim.corpora.WikiCorpus.__init__
            • gensim.corpora.WikiCorpus.get_texts
            • gensim.corpora.WikiCorpus.getstream
            • gensim.corpora.WikiCorpus.load
            • gensim.corpora.WikiCorpus.save
            • gensim.corpora.WikiCorpus.save_corpus
    • gensim.models
      • Classes
        • gensim.models.CoherenceModel
          • Methods
            • gensim.models.CoherenceModel.__init__
            • gensim.models.CoherenceModel.get_coherence
            • gensim.models.CoherenceModel.load
            • gensim.models.CoherenceModel.save
        • gensim.models.Doc2Vec
          • Methods
            • gensim.models.Doc2Vec.__init__
            • gensim.models.Doc2Vec.accuracy
            • gensim.models.Doc2Vec.build_vocab
            • gensim.models.Doc2Vec.clear_sims
            • gensim.models.Doc2Vec.create_binary_tree
            • gensim.models.Doc2Vec.doesnt_match
            • gensim.models.Doc2Vec.estimate_memory
            • gensim.models.Doc2Vec.finalize_vocab
            • gensim.models.Doc2Vec.infer_vector
            • gensim.models.Doc2Vec.init_sims
            • gensim.models.Doc2Vec.intersect_word2vec_format
            • gensim.models.Doc2Vec.load
            • gensim.models.Doc2Vec.load_word2vec_format
            • gensim.models.Doc2Vec.log_accuracy
            • gensim.models.Doc2Vec.make_cum_table
            • gensim.models.Doc2Vec.most_similar
            • gensim.models.Doc2Vec.most_similar_cosmul
            • gensim.models.Doc2Vec.n_similarity
            • gensim.models.Doc2Vec.reset_from
            • gensim.models.Doc2Vec.reset_weights
            • gensim.models.Doc2Vec.save
            • gensim.models.Doc2Vec.save_word2vec_format
            • gensim.models.Doc2Vec.scale_vocab
            • gensim.models.Doc2Vec.scan_vocab
            • gensim.models.Doc2Vec.score
            • gensim.models.Doc2Vec.seeded_vector
            • gensim.models.Doc2Vec.similar_by_vector
            • gensim.models.Doc2Vec.similar_by_word
            • gensim.models.Doc2Vec.similarity
            • gensim.models.Doc2Vec.sort_vocab
            • gensim.models.Doc2Vec.train
            • gensim.models.Doc2Vec.wmdistance
          • Attributes
            • gensim.models.Doc2Vec.dbow
            • gensim.models.Doc2Vec.dm
        • gensim.models.HdpModel
          • Methods
            • gensim.models.HdpModel.__init__
            • gensim.models.HdpModel.doc_e_step
            • gensim.models.HdpModel.evaluate_test_corpus
            • gensim.models.HdpModel.hdp_to_lda
            • gensim.models.HdpModel.inference
            • gensim.models.HdpModel.load
            • gensim.models.HdpModel.optimal_ordering
            • gensim.models.HdpModel.print_topics
            • gensim.models.HdpModel.save
            • gensim.models.HdpModel.save_options
            • gensim.models.HdpModel.save_topics
            • gensim.models.HdpModel.show_topics
            • gensim.models.HdpModel.update
            • gensim.models.HdpModel.update_chunk
            • gensim.models.HdpModel.update_expectations
            • gensim.models.HdpModel.update_finished
            • gensim.models.HdpModel.update_lambda
        • gensim.models.LdaModel
          • Methods
            • gensim.models.LdaModel.__init__
            • gensim.models.LdaModel.bound
            • gensim.models.LdaModel.clear
            • gensim.models.LdaModel.do_estep
            • gensim.models.LdaModel.do_mstep
            • gensim.models.LdaModel.get_document_topics
            • gensim.models.LdaModel.get_term_topics
            • gensim.models.LdaModel.get_topic_terms
            • gensim.models.LdaModel.inference
            • gensim.models.LdaModel.init_dir_prior
            • gensim.models.LdaModel.load
            • gensim.models.LdaModel.log_perplexity
            • gensim.models.LdaModel.print_topic
            • gensim.models.LdaModel.print_topics
            • gensim.models.LdaModel.save
            • gensim.models.LdaModel.show_topic
            • gensim.models.LdaModel.show_topics
            • gensim.models.LdaModel.sync_state
            • gensim.models.LdaModel.top_topics
            • gensim.models.LdaModel.update
            • gensim.models.LdaModel.update_alpha
            • gensim.models.LdaModel.update_eta
        • gensim.models.LdaMulticore
          • Methods
            • gensim.models.LdaMulticore.__init__
            • gensim.models.LdaMulticore.bound
            • gensim.models.LdaMulticore.clear
            • gensim.models.LdaMulticore.do_estep
            • gensim.models.LdaMulticore.do_mstep
            • gensim.models.LdaMulticore.get_document_topics
            • gensim.models.LdaMulticore.get_term_topics
            • gensim.models.LdaMulticore.get_topic_terms
            • gensim.models.LdaMulticore.inference
            • gensim.models.LdaMulticore.init_dir_prior
            • gensim.models.LdaMulticore.load
            • gensim.models.LdaMulticore.log_perplexity
            • gensim.models.LdaMulticore.print_topic
            • gensim.models.LdaMulticore.print_topics
            • gensim.models.LdaMulticore.save
            • gensim.models.LdaMulticore.show_topic
            • gensim.models.LdaMulticore.show_topics
            • gensim.models.LdaMulticore.sync_state
            • gensim.models.LdaMulticore.top_topics
            • gensim.models.LdaMulticore.update
            • gensim.models.LdaMulticore.update_alpha
            • gensim.models.LdaMulticore.update_eta
        • gensim.models.LogEntropyModel
          • Methods
            • gensim.models.LogEntropyModel.__init__
            • gensim.models.LogEntropyModel.initialize
            • gensim.models.LogEntropyModel.load
            • gensim.models.LogEntropyModel.save
        • gensim.models.LsiModel
          • Methods
            • gensim.models.LsiModel.__init__
            • gensim.models.LsiModel.add_documents
            • gensim.models.LsiModel.load
            • gensim.models.LsiModel.print_debug
            • gensim.models.LsiModel.print_topic
            • gensim.models.LsiModel.print_topics
            • gensim.models.LsiModel.save
            • gensim.models.LsiModel.show_topic
            • gensim.models.LsiModel.show_topics
        • gensim.models.NormModel
          • Methods
            • gensim.models.NormModel.__init__
            • gensim.models.NormModel.calc_norm
            • gensim.models.NormModel.load
            • gensim.models.NormModel.normalize
            • gensim.models.NormModel.save
        • gensim.models.Phrases
          • Methods
            • gensim.models.Phrases.__init__
            • gensim.models.Phrases.add_vocab
            • gensim.models.Phrases.export_phrases
            • gensim.models.Phrases.learn_vocab
            • gensim.models.Phrases.load
            • gensim.models.Phrases.save
        • gensim.models.RpModel
          • Methods
            • gensim.models.RpModel.__init__
            • gensim.models.RpModel.initialize
            • gensim.models.RpModel.load
            • gensim.models.RpModel.save
        • gensim.models.TfidfModel
          • Methods
            • gensim.models.TfidfModel.__init__
            • gensim.models.TfidfModel.initialize
            • gensim.models.TfidfModel.load
            • gensim.models.TfidfModel.save
        • gensim.models.VocabTransform
          • Methods
            • gensim.models.VocabTransform.__init__
            • gensim.models.VocabTransform.load
            • gensim.models.VocabTransform.save
        • gensim.models.Word2Vec
          • Methods
            • gensim.models.Word2Vec.__init__
            • gensim.models.Word2Vec.accuracy
            • gensim.models.Word2Vec.build_vocab
            • gensim.models.Word2Vec.clear_sims
            • gensim.models.Word2Vec.create_binary_tree
            • gensim.models.Word2Vec.doesnt_match
            • gensim.models.Word2Vec.estimate_memory
            • gensim.models.Word2Vec.finalize_vocab
            • gensim.models.Word2Vec.init_sims
            • gensim.models.Word2Vec.intersect_word2vec_format
            • gensim.models.Word2Vec.load
            • gensim.models.Word2Vec.load_word2vec_format
            • gensim.models.Word2Vec.log_accuracy
            • gensim.models.Word2Vec.make_cum_table
            • gensim.models.Word2Vec.most_similar
            • gensim.models.Word2Vec.most_similar_cosmul
            • gensim.models.Word2Vec.n_similarity
            • gensim.models.Word2Vec.reset_from
            • gensim.models.Word2Vec.reset_weights
            • gensim.models.Word2Vec.save
            • gensim.models.Word2Vec.save_word2vec_format
            • gensim.models.Word2Vec.scale_vocab
            • gensim.models.Word2Vec.scan_vocab
            • gensim.models.Word2Vec.score
            • gensim.models.Word2Vec.seeded_vector
            • gensim.models.Word2Vec.similar_by_vector
            • gensim.models.Word2Vec.similar_by_word
            • gensim.models.Word2Vec.similarity
            • gensim.models.Word2Vec.sort_vocab
            • gensim.models.Word2Vec.train
            • gensim.models.Word2Vec.wmdistance
    • gensim.parsing
      • Functions
        • gensim.parsing.preprocess_documents()
        • gensim.parsing.preprocess_string()
        • gensim.parsing.read_file()
        • gensim.parsing.read_files()
        • gensim.parsing.remove_stopwords()
        • gensim.parsing.split_alphanum()
        • gensim.parsing.stem()
        • gensim.parsing.stem_text()
        • gensim.parsing.strip_multiple_whitespaces()
        • gensim.parsing.strip_non_alphanum()
        • gensim.parsing.strip_numeric()
        • gensim.parsing.strip_punctuation()
        • gensim.parsing.strip_punctuation2()
        • gensim.parsing.strip_short()
        • gensim.parsing.strip_tags()
      • Classes
        • gensim.parsing.PorterStemmer
          • Methods
            • gensim.parsing.PorterStemmer.__init__
            • gensim.parsing.PorterStemmer.stem
            • gensim.parsing.PorterStemmer.stem_documents
            • gensim.parsing.PorterStemmer.stem_sentence
    • gensim.scripts
    • gensim.similarities
      • Classes
        • gensim.similarities.MatrixSimilarity
          • Methods
            • gensim.similarities.MatrixSimilarity.__init__
            • gensim.similarities.MatrixSimilarity.get_similarities
            • gensim.similarities.MatrixSimilarity.load
            • gensim.similarities.MatrixSimilarity.save
        • gensim.similarities.Similarity
          • Methods
            • gensim.similarities.Similarity.__init__
            • gensim.similarities.Similarity.add_documents
            • gensim.similarities.Similarity.check_moved
            • gensim.similarities.Similarity.close_shard
            • gensim.similarities.Similarity.destroy
            • gensim.similarities.Similarity.get_similarities
            • gensim.similarities.Similarity.iter_chunks
            • gensim.similarities.Similarity.load
            • gensim.similarities.Similarity.query_shards
            • gensim.similarities.Similarity.reopen_shard
            • gensim.similarities.Similarity.save
            • gensim.similarities.Similarity.shardid2filename
            • gensim.similarities.Similarity.similarity_by_id
            • gensim.similarities.Similarity.vector_by_id
        • gensim.similarities.SparseMatrixSimilarity
          • Methods
            • gensim.similarities.SparseMatrixSimilarity.__init__
            • gensim.similarities.SparseMatrixSimilarity.get_similarities
            • gensim.similarities.SparseMatrixSimilarity.load
            • gensim.similarities.SparseMatrixSimilarity.save
        • gensim.similarities.WmdSimilarity
          • Methods
            • gensim.similarities.WmdSimilarity.__init__
            • gensim.similarities.WmdSimilarity.get_similarities
            • gensim.similarities.WmdSimilarity.load
            • gensim.similarities.WmdSimilarity.save
    • gensim.summarization
      • Functions
        • gensim.summarization.keywords()
        • gensim.summarization.summarize()
        • gensim.summarization.summarize_corpus()
    • gensim.topic_coherence
NLP APIs
  • Docs »
  • API — nltk »
  • nltk »
  • nltk.demo()
  • View page source

nltk.demo()¶

nltk.demo()[source]¶
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