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Functions1,743 in github.com/bab2min/tomotopy

⨍ Functions 1,743◇ Types & classes 460

the number of alive topics (read-only)

tomotopy/models.py:2476

Methodll_per_word

a log likelihood per-word of the model (read-only)

tomotopy/models.py:171

src/python/handler/py_utils.cpp:1258

src/python/handler/py_LDA.cpp:558

Return the model instance loaded from file `filename`.

tomotopy/models.py:119

Functionload_model

..versionadded:: 0.13.0 Load any topic model from the given file path. Parameters ---------- path : str The file path to load the model fro

tomotopy/__init__.py:105

src/python/handler/py_LDA.cpp:586

Functionloads_model

..versionadded:: 0.13.0 Load any topic model from the given bytes data. Parameters ---------- data : bytes The bytes data to load the model fro

tomotopy/__init__.py:128

the shape parameter `a` greater than zero for SGLD step size (e_i = a * (b + i) ^ -c)

tomotopy/models.py:2665

the shape parameter `b` greater than or equal to zero for SGLD step size (e_i = a * (b + i) ^ -c)

tomotopy/models.py:2674

the shape parameter `c` with range (0.5, 1] for SGLD step size (e_i = a * (b + i) ^ -c)

tomotopy/models.py:2683

MethodmakeCorpus

src/python/handler/py_LDA.cpp:111

src/python/handler/py_DMR.cpp:87

src/python/handler/py_GDMR.cpp:130

src/python/handler/py_DT.cpp:73

src/python/handler/py_SLDA.cpp:143

src/python/handler/py_PLDA.cpp:85

src/python/handler/py_LLDA.cpp:86

src/python/handler/py_MGLDA.cpp:72

src/TopicModel/LLDAModel.hpp:160

src/TopicModel/DMRModel.hpp:413

src/TopicModel/DTModel.hpp:526

src/TopicModel/LDACVB0Model.hpp:356

src/TopicModel/LDAModel.hpp:1016

src/TopicModel/SLDAModel.hpp:439

src/TopicModel/GDMRModel.hpp:475

src/TopicModel/MGLDAModel.hpp:444

src/TopicModel/PLDAModel.hpp:167

FunctionmakeFilteredIter

src/Utils/Utils.hpp:286

MethodmakeGeneratorForInit

src/TopicModel/LLDAModel.hpp:81

MethodmakeGeneratorForInit

src/TopicModel/PAModel.hpp:327

MethodmakeGeneratorForInit

src/TopicModel/PTModel.hpp:182

MethodmakeGeneratorForInit

src/TopicModel/MGLDAModel.hpp:322

MethodmakeGeneratorForInit

src/TopicModel/HPAModel.hpp:402

MethodmakeGeneratorForInit

src/TopicModel/PLDAModel.hpp:85

src/Coherence/ConfirmMeasurer.hpp:302

FunctionmakeMethodDef

src/python/handler/PyUtils.h:2809

src/TopicModel/SLDA.h:13

src/TopicModel/TopicModel.hpp:103

src/TopicModel/GDMR.h:13

src/TopicModel/DT.h:17

FunctionmakeNewObject

src/python/handler/PyUtils.h:2113

FunctionmakePropertyDef

src/python/handler/PyUtils.h:2815

FunctionmakeSegmentor

src/Coherence/Segmentor.hpp:13

Return a new `tomotopy.utils.Document` instance for an unseen document with `words` and `metadata` that can be used for `tomotopy.models.LDAModel.infe

tomotopy/models.py:746

Return a new `tomotopy.utils.Document` instance for an unseen document with `words` and `metadata` that can be used for `tomotopy.models.LDAModel.infe

tomotopy/models.py:986

Return a new `tomotopy.utils.Document` instance for an unseen document with `words` that can be used for `tomotopy.models.LDAModel.infer` method. Par

tomotopy/models.py:1353

Return a new `tomotopy.utils.Document` instance for an unseen document with `words` and response variables `y` that can be used for `tomotopy.models.L

tomotopy/models.py:2032

Return a new `tomotopy.utils.Document` instance for an unseen document with `words` and `labels` that can be used for `tomotopy.models.LDAModel.infer`

tomotopy/models.py:2170

Methodmass_texpon

src/Utils/PolyaGamma.hpp:92

src/Utils/tvector.hpp:195

src/Utils/serializer.cpp:7

MethodmergeState

src/TopicModel/DTModel.hpp:145

MethodmergeState

src/TopicModel/HDPModel.hpp:295

MethodmergeState

src/TopicModel/LDAModel.hpp:553

MethodmergeState

src/TopicModel/PAModel.hpp:159

MethodmergeState

src/TopicModel/HPAModel.hpp:253

categorical metadata of the document (for only `tomotopy.models.DMRModel` and `tomotopy.models.GDMRModel` model, read-only)

tomotopy/utils.py:106

Methodmetadata_dict

a dictionary of metadata in type `tomotopy.Dictionary` (read-only)

tomotopy/models.py:805

Methodmetadata_range

the ranges of each metadata variable (read-only)

tomotopy/models.py:1079

src/python/handler/PyUtils.h:2975

src/python/handler/PyUtils.h:3247

tomotopy/viewer/viewer_server.py:264

Methodmodel_hash

tomotopy/viewer/viewer_server.py:272

MethodmpGetItem

src/python/handler/PyUtils.h:3130

src/python/handler/PyUtils.h:3114

Methodmulti_metadata

categorical multiple metadata of the document (for only `tomotopy.models.DMRModel` and `tomotopy.models.GDMRModel` model, read-only) .. versionadded:

tomotopy/utils.py:111

Methodmulti_metadata_dict

a dictionary of metadata in type `tomotopy.Dictionary` (read-only) .. versionadded:: 0.12.0 This dictionary is distinct from `metadata_dict`.

tomotopy/models.py:810

src/TopicModel/HLDAModel.hpp:164

MethodnormalizeMetadata

src/TopicModel/GDMRModel.hpp:320

Functionnull_doc

(cls, inputFile, mdFields, f, kargs, ps)

test/unit_test.py:101

Methodnum_beta_samples

the number of times to sample beta parameters, default value is 10. CTModel samples `num_beta_samples` beta parameters for each document. The more b

tomotopy/models.py:1886

Methodnum_docs_by_timepoint

the number of documents in the model by timepoint (read-only)

tomotopy/models.py:2697

Methodnum_tables

the number of total tables (read-only)

tomotopy/models.py:1233

Methodnum_timepoints

the number of timepoints of the model (read-only)

tomotopy/models.py:2692

Methodnum_tmn_samples

the number of iterations for sampling Truncated Multivariate Normal distribution, default value is 5. If your model shows biased topic correlations,

tomotopy/models.py:1900

Methodnum_vocabs

the number of vocabularies after words with a smaller frequency were removed (read-only) This value is 0 before `train` is called. .. deprecated:: 0

tomotopy/models.py:176

Methodnum_words

the number of total words (read-only) This value is 0 before `train` is called.

tomotopy/models.py:187

Methodnumeric_metadata

continuous numeric metadata of the document (for only `tomotopy.models.GDMRModel` model, read-only) .. versionadded:: 0.11.0

tomotopy/utils.py:118

src/Utils/serializer.hpp:78

src/Utils/serializer.cpp:65

src/Utils/MultiNormalDistribution.hpp:63

Methodone_minus_psi

src/Utils/PolyaGammaHybrid.hpp:578

Methodoperator !=

src/Utils/tvector.hpp:440

Methodoperator <

src/Utils/tvector.hpp:446

Methodoperator <=

src/Utils/tvector.hpp:456

Methodoperator ==

src/Utils/tvector.hpp:430

Methodoperator >

src/Utils/tvector.hpp:466

Methodoperator >=

src/Utils/tvector.hpp:476

Methodoperator []

src/Utils/tvector.hpp:234

Methodoperator!=

src/python/handler/label.h:49

Methodoperator!=

src/python/handler/utils.h:142

Methodoperator!=

src/Utils/SharedString.cpp:125

Methodoperator!=

src/Utils/math.h:209

Methodoperator!=

src/Utils/math.h:263

Methodoperator!=

src/Coherence/ProbEstimator.hpp:26

Methodoperator!=

src/Labeling/FoRelevance.cpp:35

Methodoperator!=

src/Labeling/FoRelevance.cpp:124

Methodoperator!=

src/TopicModel/TopicModel.hpp:197

Methodoperator()

src/python/handler/PyUtils.h:657

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