├── .coveragerc ├── .github └── workflows │ ├── package-publish.yml │ └── package-test.yml ├── .gitignore ├── .readthedocs.yml ├── LICENSE ├── MANIFEST.in ├── README.md ├── dataset └── SearchSnippets.txt.gz ├── docs ├── Makefile ├── make.bat ├── requirements.txt └── source │ ├── _static │ ├── coherence.svg │ └── perplexity.svg │ ├── benchmarks.rst │ ├── bitermplus.metrics.rst │ ├── bitermplus.rst │ ├── bitermplus.util.rst │ ├── conf.py │ ├── index.rst │ ├── install.rst │ ├── sklearn_api.rst │ └── tutorial.rst ├── images └── topics_terms_plots.png ├── pyproject.toml ├── setup.py ├── src └── bitermplus │ ├── __init__.py │ ├── _api.py │ ├── _btm.pyx │ ├── _metrics.pyx │ └── _util.py └── tests ├── test_btm.py ├── test_btm_classifier.py └── test_sklearn_api.py /.coveragerc: -------------------------------------------------------------------------------- 1 | [run] 2 | plugins = Cython.Coverage 3 | source = src/bitermplus -------------------------------------------------------------------------------- /.github/workflows/package-publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/.github/workflows/package-publish.yml -------------------------------------------------------------------------------- /.github/workflows/package-test.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/.github/workflows/package-test.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/.gitignore -------------------------------------------------------------------------------- /.readthedocs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/.readthedocs.yml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/README.md -------------------------------------------------------------------------------- /dataset/SearchSnippets.txt.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/dataset/SearchSnippets.txt.gz -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/requirements.txt: -------------------------------------------------------------------------------- 1 | sphinx_rtd_theme 2 | git+https://github.com/maximtrp/bitermplus 3 | -------------------------------------------------------------------------------- /docs/source/_static/coherence.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/_static/coherence.svg -------------------------------------------------------------------------------- /docs/source/_static/perplexity.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/_static/perplexity.svg -------------------------------------------------------------------------------- /docs/source/benchmarks.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/benchmarks.rst -------------------------------------------------------------------------------- /docs/source/bitermplus.metrics.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/bitermplus.metrics.rst -------------------------------------------------------------------------------- /docs/source/bitermplus.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/bitermplus.rst -------------------------------------------------------------------------------- /docs/source/bitermplus.util.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/bitermplus.util.rst -------------------------------------------------------------------------------- /docs/source/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/conf.py -------------------------------------------------------------------------------- /docs/source/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/index.rst -------------------------------------------------------------------------------- /docs/source/install.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/install.rst -------------------------------------------------------------------------------- /docs/source/sklearn_api.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/sklearn_api.rst -------------------------------------------------------------------------------- /docs/source/tutorial.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/docs/source/tutorial.rst -------------------------------------------------------------------------------- /images/topics_terms_plots.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/images/topics_terms_plots.png -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/pyproject.toml -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/setup.py -------------------------------------------------------------------------------- /src/bitermplus/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/src/bitermplus/__init__.py -------------------------------------------------------------------------------- /src/bitermplus/_api.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/src/bitermplus/_api.py -------------------------------------------------------------------------------- /src/bitermplus/_btm.pyx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/src/bitermplus/_btm.pyx -------------------------------------------------------------------------------- /src/bitermplus/_metrics.pyx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/src/bitermplus/_metrics.pyx -------------------------------------------------------------------------------- /src/bitermplus/_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/src/bitermplus/_util.py -------------------------------------------------------------------------------- /tests/test_btm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/tests/test_btm.py -------------------------------------------------------------------------------- /tests/test_btm_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/tests/test_btm_classifier.py -------------------------------------------------------------------------------- /tests/test_sklearn_api.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maximtrp/bitermplus/HEAD/tests/test_sklearn_api.py --------------------------------------------------------------------------------