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github.com/bab2min/tomotopy
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Functions
1,743 in github.com/bab2min/tomotopy
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Functions
1,743
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Types & classes
460
Method
__init__
(self, scale)
examples/gdmr_plot.py:15
Method
__init__
.. versionadded:: 0.6.0 `PMIExtractor` exploits multivariate pointwise mutual information to extract collocations. It finds a string of words that o
tomotopy/label.py:15
Method
__init__
Parameters ---------- tokenizer : Union[Callable[[str, Any], List[Union[str, Tuple[str, int, int]]]], Callable[[Iterable[Tuple[str, Any]]], Iterable[L
tomotopy/utils.py:200
Method
__init__
Parameters ---------- stemmer : Callable[str, str] a callable object for stemming words. If this value is set to `None`, words are not stemmed. pa
tomotopy/utils.py:379
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:54
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:665
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:886
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:1124
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:1263
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:1678
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:1819
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:1943
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:2103
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:2226
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:2364
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:2518
Method
__init__
Parameters ---------- tw : Union[int, tomotopy.TermWeight] term weighting scheme in `tomotopy.TermWeight`. The default value is TermWeight.ONE min
tomotopy/models.py:2735
Method
__init__
Initialize an instance to calculate coherence for given corpus Parameters ---------- corpus : Union[tomotopy.utils.Corpus, tomotopy.models.LDAModel]
tomotopy/coherence.py:69
Method
__init__
(self, model, max_cache_size=5)
tomotopy/viewer/viewer_server.py:188
Method
__len__
(self)
tomotopy/utils.py:330
Function
_escape_html
(s)
tomotopy/viewer/viewer_server.py:18
Method
_generate
()
tomotopy/utils.py:278
Method
_getTopicsByDoc
src/TopicModel/LLDAModel.hpp:178
Method
_getTopicsByDoc
src/TopicModel/DMRModel.hpp:456
Method
_getTopicsByDoc
src/TopicModel/LDACVB0Model.hpp:395
Method
_getTopicsByDoc
src/TopicModel/HDPModel.hpp:495
Method
_getTopicsByDoc
src/TopicModel/LDAModel.hpp:1145
Method
_getTopicsByDoc
src/TopicModel/PTModel.hpp:278
Method
_getTopicsByDoc
src/TopicModel/MGLDAModel.hpp:536
Method
_getTopicsByDoc
src/TopicModel/HPAModel.hpp:545
Method
_getTopicsByDoc
src/TopicModel/PLDAModel.hpp:185
Method
_getTopicsCount
src/TopicModel/DTModel.hpp:472
Method
_getTopicsCount
src/TopicModel/HDPModel.hpp:445
Method
_getTopicsCount
src/TopicModel/PAModel.hpp:352
Method
_getTopicsCount
src/TopicModel/HLDAModel.hpp:566
Method
_getTopicsCount
src/TopicModel/MGLDAModel.hpp:357
Method
_getTopicsCount
src/TopicModel/HPAModel.hpp:281
Method
_getWidsByTopic
src/TopicModel/LDACVB0Model.hpp:406
Method
_getWidsByTopic
src/TopicModel/LDAModel.hpp:828
Method
_getWidsByTopic
src/TopicModel/PAModel.hpp:450
Method
_getWidsByTopic
src/TopicModel/HPAModel.hpp:520
Method
_infer
src/TopicModel/LDACVB0Model.hpp:421
Method
_insertDoc
src/Coherence/CoherenceModel.hpp:38
Method
_insertTargets
src/Coherence/CoherenceModel.hpp:32
Method
_makeFromRawDoc
src/TopicModel/MGLDAModel.hpp:405
Method
_multiple_callbacks
(*args)
tomotopy/models.py:633
Method
_new
src/python/handler/PyUtils.h:1795
Method
_new
src/python/handler/PyUtils.h:1895
Method
_progress_tqdm
(self, current_iteration:int, total_iteration:int)
tomotopy/models.py:1237
Method
_progress_tqdm
(self, current_iteration:int, total_iteration:int)
tomotopy/models.py:2485
Function
_repl
(m)
tomotopy/viewer/viewer_server.py:872
Method
_select_args_for_model
(self, model_type:type, args:dict)
tomotopy/utils.py:223
Method
_summary_basic_info
(self, file)
tomotopy/models.py:848
Method
_summary_basic_info
(self, file)
tomotopy/models.py:1083
Method
_summary_basic_info
(self, file)
tomotopy/models.py:2204
Method
_summary_basic_info
(self, file)
tomotopy/models.py:2341
Method
_summary_initial_params_info_tw
(self, v, file)
tomotopy/models.py:525
Method
_summary_initial_params_info_vars
(self, v, file)
tomotopy/models.py:2078
Method
_summary_initial_params_info_version
(self, v, file)
tomotopy/models.py:536
Method
_summary_params_info
(self, file)
tomotopy/models.py:862
Method
_summary_params_info
(self, file)
tomotopy/models.py:1107
Method
_summary_params_info
(self, file)
tomotopy/models.py:1241
Method
_summary_params_info
(self, file)
tomotopy/models.py:1788
Method
_summary_params_info
(self, file)
tomotopy/models.py:1927
Method
_summary_params_info
(self, file)
tomotopy/models.py:2082
Method
_summary_params_info
(self, file)
tomotopy/models.py:2489
Method
_summary_params_info
(self, file)
tomotopy/models.py:2715
Method
_summary_topics_info
(self, file, topic_word_top_n)
tomotopy/models.py:1251
Method
_summary_topics_info
(self, file, topic_word_top_n)
tomotopy/models.py:1443
Method
_summary_topics_info
(self, file, topic_word_top_n)
tomotopy/models.py:1661
Method
_summary_topics_info
(self, file, topic_word_top_n)
tomotopy/models.py:1797
Method
_summary_topics_info
(self, file, topic_word_top_n)
tomotopy/models.py:2211
Method
_summary_topics_info
(self, file, topic_word_top_n)
tomotopy/models.py:2348
Method
_summary_topics_info
(self, file, topic_word_top_n)
tomotopy/models.py:2498
Method
_summary_topics_info
(self, file, topic_word_top_n)
tomotopy/models.py:2721
Method
_toCpp
src/python/handler/PyUtils.h:662
Method
_toCpp
src/python/handler/PyUtils.h:680
Method
_toCpp
src/python/handler/PyUtils.h:697
Method
_toCpp
src/python/handler/PyUtils.h:726
Method
_toCpp
src/python/handler/PyUtils.h:765
Method
_toCpp
src/python/handler/PyUtils.h:821
Method
_toCpp
src/python/handler/PyUtils.h:849
Method
_toCpp
src/python/handler/PyUtils.h:932
Method
_toCpp
src/python/handler/PyUtils.h:951
Method
_toCpp
src/python/handler/PyUtils.h:996
Method
_toCpp
src/python/handler/PyUtils.h:1017
Method
_toCpp
src/python/handler/PyUtils.h:1049
Method
_toCpp
src/python/handler/PyUtils.h:1074
Method
_toCpp
src/python/handler/PyUtils.h:1367
Method
_toCpp
src/python/handler/PyUtils.h:1425
Method
_toCpp
src/python/handler/module.h:397
Method
a
src/Utils/PolyaGamma.hpp:76
Method
a
src/Utils/math.h:200
Method
a_coef
Helper.
src/Utils/PolyaGammaHybrid.hpp:153
Method
a_coef_recursive
src/Utils/PolyaGammaHybrid.hpp:164
Method
addCorpus
src/python/handler/py_LDA.cpp:180
Method
addDoc
src/python/handler/py_DMR.cpp:44
Method
addDoc
src/python/handler/py_GDMR.cpp:78
Method
addDoc
src/python/handler/py_utils.cpp:249
Method
addDoc
src/python/handler/py_DT.cpp:45
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