nltk
corpus
tokenize
stem
downloader
tag
translate
data
probability
tree
util
classify
sem
parse
chunk
metrics
grammar
sentiment
compat
internals
text
collocations
draw
cluster
utilities
chat
inference
lm
ccg
twitter
help
book
featstruct
__version__
wsd
treetransforms
tbl
defaultdict
re
app
ne_chunk_sents
jsontags
tgrep
treeprettyprinter
toolbox
wordnet
re_show
DependencyGraph
cfg
model
Tree
boolean_ops
Valuation
induce_pcfg
__file__
align
pos_tag
memoize
DiscourseTester
config_megam
LaplaceProbDist
etree
evaluate_sents
test
interpret_sents
DrtGlueReadingCommand
corpora
lazyimport
usage
__maintainer_email__
six
lemmer
__longdescr__
download_shell
brill
__maintainer__
__license__
__author__
NonprojectiveDependencyParser
HiddenMarkovModelTagger
__keywords__
__url__
batch_pos_tag
__path__
stemmer
chktype
clean_url
sequential
bleu
collections
token
maxent
word_
__classifiers__
word_tokenize
parser
KneserNeyProbDist
print_string
sourcedstring
PCFG
FeatureEarleyChartParser
raise_error
stopwords
reader
wordnet
brown
movie_reviews
gutenberg
reuters
treebank
twitter_samples
words
names
cmudict
sentiwordnet
inaugural
webtext
nps_chat
conll2000
state_union
udhr
conll2002
framenet
opinion_lexicon
genesis
wordnet_ic
cess_esp
ptb
europarl_raw
sinica_treebank
floresta
indian
semcor
util
timit
ieer
mac_morpho
comtrans
toolbox
subjectivity
verbnet
cess_cat
swadesh
alpino
rte
abc
shakespeare
lin_thesaurus
__getattr__
treebank_chunk
gazetteers
senseval
treebank_raw
VerbnetCorpusReader
conll2007
perluniprops
propbank
nonbreaking_prefixes
dependency_treebank
machado
sentence_polarity
nombank
udhr2
ppattach
multext_east
crubadan
pros_cons
product_reviews_1
find_corpus_file
verbenet
comparative_sentences
masc_tagged
stopword
word_tokenize
sent_tokenize
regexp
casual
treebank
wordpunct_tokenize
punkt
toktok
regexp_tokenize
moses
api
simple
MWETokenizer
util
stanford
SExprTokenizer
sexpr
stanford_segmenter
BlanklineTokenizer
texttiling
destructive
nist
line_tokenize
_treebank_word_tokenizer
blankline_tokenize
SyllableTokenizer
load
TabTokenizer
LegalitySyllableTokenizer
word
wordnet
porter
snowball
lancaster
isri
rslp
api
regexp
PorterStemmer
arlstem
util
cistem
WordNetLemmatizer
download
Downloader
download_dir
_indent_xml
build_index
pos_tag
sequential
stanford
util
DefaultTagger
perceptron
RegexpTagger
api
mapping
TrigramTagger
brill
tnt
hmm
pos_tag_sents
AffixTagger
brill_trainer
senna
CRFTagger
NgramTagger
_pos_tag
SennaChunkTagger
BrillTagger
ClassifierBasedTagger
SennaNERTagger
ClassifierBasedPOSTagger
Unigram
_get_tagger
Default
simplify_tag
_POS_TAGGER
simplify_wsj_tag
simplify_alpino_tag
simplify_brown_tag
HunposTagger
crf
hunpos
tagset_mapping
simplify_indian_tag
Bigram
simplify
Trigram
bleu_score
meteor_score
IBMModel
ibm_model
bleu
api
Alignment
gleu_score
nist_score
IBMModel4
IBMModel1
chrf_score
IBMModel2
stack_decoder
IBMModel3
IBMModel5
StackDecoder
ribes_score
meteor
PhraseTable
gale_church
gdfa
ibm1
load
path
find
ZipFilePathPointer
LazyLoader
show_cfg
PathPointer
FileSystemPathPointer
SeekableUnicodeStreamReader
gzip_open_unicode
replace
iloc
get
columns
dropna
loc
copy
FreqDist
ConditionalFreqDist
ConditionalProbDist
MLEProbDist
DictionaryProbDist
ELEProbDist
LidstoneProbDist
ProbabilisticMixIn
ImmutableProbabilisticMixIn
SimpleGoodTuringProbDist
DictionaryConditionalProbDist
sum_logs
MutableProbDist
RandomProbDist
entropy
ProbDistI
LaplaceProbDist
WittenBellProbDist
ConditionalProbDistI
tree
ParentedTree
Tree
ProbabilisticTree
bracket_parse
transforms
ImmutableTree
leaves
immutable
label
sinica_parse
leaf_treeposition
subtrees
pretty_print
parented
prettyprinter
productions
treepositions
ImmutableParentedTree
_child_names
ngrams
bigrams
trigrams
in_idle
Index
LazyMap
LazyConcatenation
everygrams
OrderedDict
Trie
skipgrams
flatten
tokenwrap
unique_list
AbstractLazySequence
transitive_closure
slice_bounds
pad_sequence
invert_graph
choose
elementtree_indent
breadth_first
LazySubsequence
binary_search_file
py26
py25
ingrams
LazyIteratorList
pairwise
parallelize_preprocess
acyclic_breadth_first
edge_closure
acyclic_branches_depth_first
edges2dot
naivebayes
util
scikitlearn
maxent
api
DecisionTreeClassifier
PositiveNaiveBayesClassifier
megam
decisiontree
rte_classify
tadm
Senna
MaxentClassifier
MultiClassifierI
textcat
BinaryMaxentFeatureEncoding
svm
senna
positivenaivebayes
logic
drt
evaluate
linearlogic
relextract
cooper_storage
chat80
skolemize
glue
clause
is_rel
read_valuation
read_logic
root_semrep
lfg
chart
stanford
corenlp
dependencygraph
featurechart
api
RecursiveDescentParser
load_parser
util
pchart
generate
malt
viterbi
ProjectiveDependencyParser
ShiftReduceParser
EarleyChartParser
bracket_parse
BottomUpChartParser
transitionparser
SteppingShiftReduceParser
SteppingRecursiveDescentParser
TD_STRATEGY
IncrementalBottomUpLeftCornerChartParser
IncrementalBottomUpChartParser
TopDownChartParser
LeftCornerChartParser
BottomUpLeftCornerChartParser
IncrementalTopDownChartParser
IncrementalLeftCornerChartParser
bllip
earleychart
ChartParse
NonprojectiveDependencyParser
FeatureEarleyChartParser
regexp
ne_chunk
util
api
tagstr2tree
accuracy
tree2conllstr
ieerstr2tree
named_entity
RegexpChunkParser
conllstr2tree
ChunkParserI
_MULTICLASS_NE_CHUNKER
distance
scores
BigramAssocMeasures
confusionmatrix
agreement
TrigramAssocMeasures
windowdiff
spearman_correlation
aline
ranks_from_scores
segmentation
association
QuadgramAssocMeasures
__file__
interval_distance
CFG
Nonterminal
PCFG
Production
FeatureGrammar
nonterminals
is_nonterminal
is_terminal
DependencyGrammar
FeatStructNonterminal
toy_pcfg2
read_grammar
ProbabilisticDependencyGrammar
standard_nonterm_parser
_read_cfg_production
DependencyProduction
toy_pcfg1
_PROBABILITY_RE
ContextFreeGrammar
FeatDict
parse_cfg
vader
util
SentimentAnalyzer
python_2_unicode_compatible
string_types
unicode_repr
Fraction
text_type
PY3
total_ordering
xrange
StringIO
Counter
izip
iteritems
py3_data
get_im_class
add_py3_data
integer_types
raw_input
UTC
itervalues
urlopen
BytesIO
TemporaryDirectory
UnicodeWriter
htmlentitydefs
b
reload
getproxies
unichr
url2pathname
ProxyDigestAuthHandler
HTTPError
ProxyHandler
class_types
int2byte
build_opener
install_opener
unquote_plus
URLError
ProxyBasicAuthHandler
binary_type
imap
HTTPPasswordMgrWithDefaultRealm
u
config_java
raise_unorderable_types
find_binary
java
Counter
_java_options
overridden
find_jars_within_path
deprecated
find_file
find_jar
ElementWrapper
slice_bounds
find_jar_iter
find_dir
is_writable
import_from_stdlib
read_str
Deprecated
_java_bin
abstract
Text
TextCollection
ConcordanceIndex
BigramCollocationFinder
BigramAssocMeasures
TrigramAssocMeasures
TrigramCollocationFinder
QuadgramCollocationFinder
AbstractCollocationFinder
FreqDist
ngrams
util
tree
CFGEditor
table
dispersion_plot
srparser
chart
rdparser
dispersion
util
kmeans
gaac
api
EMClusterer
em
clean_html
util
eliza
rude
suntsu
iesha
zen
bots
api
prover9
mace
preprocessing
MLE
Vocabulary
Laplace
NgramCounter
Lidstone
api
smoothing
KneserNeyInterpolated
counter
vocabulary
AbsoluteDiscountingInterpolated
StupidBackoff
util
WittenBellInterpolated
combinator
api
chart
lexicon
common
api
util
Query
TweetViewer
TweetWriter
Streamer
Twitter
Authenticate
upenn_tagset
load
text1
text3
text4
FreqDist
text2
text6
text7
text9
bigrams
text8
text5
FeatStruct
TYPE
FeatStructReader
FeatDict
SLASH
find_variables
unify
Feature
UnificationFailure
startswith
lesk
chomsky_normal_form
un_chomsky_normal_form
collapse_unary
Template
feature
rule
error_list
demo
sub
compile
error
UNICODE
rdparser
chunkparser
srparser
chartparser
nemo
wordnet
concordance
register_tag
json_tags
JSONTaggedDecoder
JSONTaggedEncoder
tgrep_nodes
tgrep_positions
TgrepException
tgrep_tokenize
tgrep_compile
TreePrettyPrinter
ToolboxData
to_sfm_string
wordnet
_tree_labeled
tree_labeled
parse_cfg
ngram
api
convert
collapse_unary
chomsky_normal_form
_repr_svg_
fromstring
AlignedSent
ibm2
ibm1
startswith
ElementTree
unit
doctest_nose_plugin
chat80
LazyModule
text_type
add_metaclass
lemmatize
fntbl37
StemmerI
chktype
AffixTagger
append
Counter
Token
ConditionalExponentialClassifier
synset
stanford
SourcedStringStream
EPSILON
words
fileids
append
update
remove
add
extend
readme
union
raw
sents
_fileids
word
_get_root
readlines
to_csv
__dict__
abspath
wordnet
api
xmldocs
util
plaintext
bracket_parse
tagged
conll
ChunkedCorpusReader
ConllCorpusReader
WordListCorpusReader
nombank
ConllChunkCorpusReader
timit
propbank
CHILDESCorpusReader
SeekableUnicodeStreamReader
framenet
wordlist
ConllSRLInstance
IndianCorpusReader
IEERCorpusReader
SwitchboardCorpusReader
sentiwordnet
dependency
pl196x
NPSChatCorpusReader
ConllSRLInstanceList
NKJPCorpusReader
synsets
synset
all_synsets
morphy
synset_from_pos_and_offset
lemma
path_similarity
wup_similarity
lemmas
_synset_from_pos_and_offset
all_lemma_names
lch_similarity
words
lemma_from_key
wordnet_util
langs
ADJ_SAT
_morphy
_unload
ensure_loaded
lin_similarity
get_version
jcn_similarity
res_similarity
_get_root
ic
of2ss
get_subclasses
get_random_synset
readme
get_members
get_name
_lemma_pos_offset_map
ss2of
custom_lemmas
sents
words
tagged_sents
tagged_words
categories
fileids
raw
paras
readme
tagged_paras
append
ensure_loaded
root
encoding
tagged
fileids
words
categories
raw
sents
readme
open
abspaths
words
raw
sents
fileids
paras
open
readme
ensure_loaded
abspath
fileids
words
categories
raw
sents
readme
paras
abspath
labels
load_data
tagged_sents
parsed_sents
tagged_words
sents
words
fileids
_fileids
files
strings
tokenized
fileids
abspath
raw
docs
string
words
fileids
readme
ensure_loaded
add
copy
raw
extend
words
fileids
readme
append
abspath
dict
entries
words
senti_synsets
senti_synset
load
get
synset
ensure_loaded
words
fileids
raw
sents
paras
readme
words
raw
fileids
sents
open
words
xml_posts
posts
tagged_words
tagged_posts
fileids
raw
chunked_sents
tagged_sents
sents
tagged_words
iob_sents
chunked_words
raw
words
fileids
files
sents
words
fileids
raw
sents
iob_sents
chunked_sents
fileids
sents
frames
frame
frames_by_lemma
lus
frame_by_name
buildindexes
docs
lu_basic
docs_metadata
documents
lu
negative
positive
words
words
sents
ic
words
tagged_sents
_tagset
sents
fileids
tagged_words
parsed_sents
fileids
categories
tagged_words
words
tagged_sents
english
french
spanish
german
italian
parsed_sents
sents
words
tagged_words
tagged_sents
fileids
words
tagged_sents
tagged_words
parsed_sents
sents
tagged_sents
words
tagged_words
sents
tagged_sents
sents
tagged_chunks
words
chunks
xml
chunk_sents
LazyCorpusLoader
phones
spkrinfo
word_times
fileids
transcription_dict
phone_trees
sent_times
phone_times
sentid
utteranceids
words
play
spkrid
parsed_docs
fileids
tagged_sents
words
tagged_words
sents
tagged_paras
aligned_sents
sents
words
fileids
words
entries
xml
sents
categories
fileids
words
classids
vnclass
lemmas
frames_for_lemma
frames
pprint
words
tagged_sents
tagged_words
words
fileids
entries
words
tagged_sents
pairs
xml
fileids
words
sents
raw
fileids
xml
words
scored_synonyms
synonyms
similarity
chunked_sents
words
instances
fileids
sents
sents
parsed_sents
chars
instances
roleset
verbs
words
parsed_sents
words
sents
words
sents
categories
fileids
instances
rolesets
nouns
raw
fileids
sents
attachments
tagged_words
words
tagged_sents
sents
words
features
reviews
comparisons
words
RegexpTokenizer
WordPunctTokenizer
WhitespaceTokenizer
TweetTokenizer
casual_tokenize
EMOTICON_RE
_replace_html_entities
reduce_lengthening
remove_handles
HANG_RE
WORD_RE
TreebankWordTokenizer
TreebankWordDetokenizer
MacIntyreContractions
PunktSentenceTokenizer
PunktLanguageVars
PunktParameters
PunktTrainer
PunktWordTokenizer
PunktBaseClass
_pair_iter
ToktokTokenizer
MosesDetokenizer
MosesTokenizer
TokenizerI
StringTokenizer
SpaceTokenizer
LineTokenizer
string_span_tokenize
align_tokens
regexp_span_tokenize
is_cjk
xml_unescape
spans_to_relative
StanfordTokenizer
CoreNLPTokenizer
sexpr_tokenize
StanfordSegmenter
TextTilingTokenizer
NLTKWordTokenizer
MacIntyreContractions
NISTTokenizer
span_tokenize
WordNetLemmatizer
PorterStemmer
SnowballStemmer
EnglishStemmer
RussianStemmer
PorterStemmer
DanishStemmer
FrenchStemmer
ItalianStemmer
SpanishStemmer
GermanStemmer
ArabicStemmer
NorwegianStemmer
LancasterStemmer
ISRIStemmer
RSLPStemmer
StemmerI
RegexpStemmer
stem
ARLSTem
suffix_replace
prefix_replace
Cistem
lemmatize
UnigramTagger
BigramTagger
ClassifierBasedTagger
SequentialBackoffTagger
ClassifierBasedPOSTagger
NgramTagger
RegexpTagger
TrigramTagger
DefaultTagger
StanfordNERTagger
StanfordPOSTagger
CoreNLPPOSTagger
NERTagger
POSTagger
StanfordTagger
CoreNLPNERTagger
tag
untag
str2tuple
tuple2str
PerceptronTagger
AveragedPerceptron
TaggerI
FeaturesetTaggerI
map_tag
tagset_mapping
_MAPPINGS
_load_universal_map
Pos
Word
brill24
Template
nltkdemo18
ProximateTagsRule
ProximateWordsRule
FastBrillTaggerTrainer
SymmetricProximateTokensTemplate
TnT
HiddenMarkovModelTrainer
_market_hmm_example
_create_hmm_tagger
_log_add
demo_pos
HiddenMarkovModelTagger
_NINF
BrillTaggerTrainer
SennaTagger
SennaChunkTagger
SennaNERTagger
__init__
__init__
__init__
feature_detector
split
CRFTagger
HunposTagger
simplify_wsj_tag
sentence_bleu
SmoothingFunction
corpus_bleu
modified_precision
closest_ref_length
brevity_penalty
ngrams
meteor_score
single_meteor_score
MIN_PROB
AlignmentInfo
Counts
longest_target_sentence_length
AlignedSent
Alignment
fromstring
sentence_gleu
corpus_gleu
sentence_nist
corpus_nist
model4_prob_t_a_given_s
sentence_chrf
corpus_chrf
_Stack
_Hypothesis
StackDecoder
MIN_SCORE_FACTOR
valid_phrases
word_rank_alignment
sentence_ribes
corpus_ribes
align_texts
grow_diag_final_and
IBMModel1
append
insert
get_loc
__init__
__init__
__init__
__init__
__init__
generate
logprob
Tree
fromstring
convert
parse
collapse_unary
__hash__
__init__
root
pos
convert
_repr_png_
chomsky_normal_form
collapse_unary
chomsky_normal_form
un_chomsky_normal_form
convert
ImmutableTree
ImmutableProbabilisticTree
ImmutableMultiParentedTree
ImmutableParentedTree
MultiParentedTree
ParentedTree
TreePrettyPrinter
fromstring
append
keys
LEAF
NaiveBayesClassifier
accuracy
apply_features
names_demo
binary_names_demo_features
log_likelihood
names_demo_features
CutoffChecker
partial_names_demo
check_megam_config
SklearnClassifier
MaxentClassifier
TadmMaxentClassifier
TadmEventMaxentFeatureEncoding
TypedMaxentFeatureEncoding
ClassifierI
train
train
call_megam
write_megam_file
parse_megam_weights
config_megam
DecisionTreeClassifier
RTEFeatureExtractor
rte_classifier
rte_features
write_tadm_file
call_tadm
parse_tadm_weights
ALGORITHMS
TextCat
train
SvmClassifier
Senna
demo
Expression
Type
ApplicationExpression
Variable
ANY_TYPE
BasicType
LogicParser
LambdaExpression
ComplexType
NegatedExpression
AndExpression
AllExpression
EqualityExpression
ImpExpression
ExistsExpression
OrExpression
ConstantExpression
unique_variable
TRUTH_TYPE
Tokens
VariableExpression
AbstractVariableExpression
IffExpression
is_indvar
LogicalExpressionException
IndividualVariableExpression
EntityType
APP
BooleanExpression
_counter
FunctionVariableExpression
BinaryExpression
skolem_function
SubstituteBindingsI
is_eventvar
operator
is_funcvar
UnexpectedTokenException
EventVariableExpression
ExpectedMoreTokensException
ENTITY_TYPE
EVENT_TYPE
InconsistentTypeHierarchyException
VariableBinderExpression
DrtExpression
DrtTokens
DrtParser
DrtVariableExpression
DrtOrExpression
DrsDrawer
DrtApplicationExpression
resolve_anaphora
DRS
AnaphoraResolutionException
DrtLambdaExpression
DrtEqualityExpression
DrtNegatedExpression
DrtProposition
Valuation
Assignment
Model
Error
Expression
LinearLogicParser
VariableExpression
AtomicExpression
UnificationException
ApplicationExpression
BindingDict
ConstantExpression
ImpExpression
LinearLogicApplicationException
rtuple
extract_rels
tree2semi_rel
semi_rel2reldict
clause
parse_with_bindops
CooperStore
sql_query
sql_demo
skolemize
DrtGlue
FStructure
ChartParser
Chart
TreeEdge
LeafEdge
EdgeI
BottomUpPredictCombineRule
TopDownInitRule
BottomUpPredictRule
LeafInitRule
SingleEdgeFundamentalRule
AbstractChartRule
CachedTopDownPredictRule
EmptyPredictRule
demo
FilteredSingleEdgeFundamentalRule
demo_grammar
TopDownPredictRule
FilteredBottomUpPredictCombineRule
SteppingChartParser
FundamentalRule
Tree
BottomUpChartParser
BottomUpLeftCornerChartParser
BU_LC_STRATEGY
StanfordParser
StanfordDependencyParser
GenericStanfordParser
CoreNLPParser
CoreNLPDependencyParser
CoreNLPServer
CoreNLPServerError
try_port
DependencyGraph
conll_data2
FeatureChartParser
FeatureChart
FeatureEmptyPredictRule
demo
FeatureTopDownInitRule
FeatureBottomUpPredictRule
InstantiateVarsChart
FeatureSingleEdgeFundamentalRule
FeatureBottomUpPredictCombineRule
FeatureTopDownPredictRule
ParserI
extract_test_sentences
taggedsents_to_conll
taggedsent_to_conll
InsideChartParser
LongestChartParser
UnsortedChartParser
RandomChartParser
generate
demo_grammar
MaltParser
ViterbiParser
Transition
TransitionParser
Configuration
BllipParser
IncrementalChart
RegexpParser
RegexpChunkRule
tree2conlltags
conlltags2tree
ChunkScore
accuracy
conllstr2tree
ChunkParserI
build_model
evaluate
edit_distance
jaccard_distance
masi_distance
binary_distance
jaro_similarity
precision
recall
f_measure
accuracy
chi_sq
likelihood_ratio
pmi
raw_freq
ConfusionMatrix
AnnotationTask
chi_sq
likelihood_ratio
delta
align
ghd
pk
windowdiff
BigramAssocMeasures
QuadgramAssocMeasures
likelihood_ratio
fromstring
fromstring
fromstring
split
fromstring
SentimentIntensityAnalyzer
NEGATE
negated
SentiText
allcap_differential
mark_negation
extract_unigram_feats
save_file
extract_bigram_feats
EMOTICON_RE
demo_liu_hu_lexicon
getvalue
truncate
__init__
entitydefs
name2codepoint
from_words
from_documents
chi_sq
raw_freq
likelihood_ratio
pmi
student_t
from_words
from_documents
from_words
__init__
CanvasFrame
ShowText
CanvasWidget
TextWidget
EntryDialog
ColorizedList
SymbolWidget
OvalWidget
ParenWidget
BoxWidget
MutableOptionMenu
SequenceWidget
SpaceWidget
draw_trees
tree_to_treesegment
TreeSegmentWidget
TreeWidget
TreeView
node
Table
demo
demo
demo
dispersion_plot
cosine_distance
VectorSpaceClusterer
euclidean_distance
Dendrogram
KMeansClusterer
GAAClusterer
ClusterI
EMClusterer
Chat
reflections
eliza_chat
eliza_chatbot
demo
rude_chat
demo
rude_chatbot
suntsu_chat
demo
suntsu_chatbot
iesha_chat
demo
iesha_chatbot
zen_chat
zen_chatbot
demo
BaseProverCommand
Prover
BaseModelBuilderCommand
ModelBuilder
ProverCommandDecorator
Prover9
Prover9Command
Prover9CommandParent
Prover9Parent
Mace
MaceCommand
padded_everygram_pipeline
pad_both_ends
flatten
padded_everygrams
LanguageModel
Smoothing
KneserNey
WittenBell
AbsoluteDiscounting
NgramCounter
Vocabulary
log_base2
BackwardBx
BackwardComposition
ForwardApplication
ForwardT
BackwardSx
BackwardApplication
ForwardSubstitution
BackwardT
ForwardComposition
FunctionalCategory
CCGVar
Direction
PrimitiveCategory
DefaultRuleSet
CCGChartParser
printCCGDerivation
ApplicationRuleSet
TypeRaiseRuleSet
CompositionRuleSet
fromstring
Token
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