├── .github └── workflows │ └── ci.yml ├── .gitignore ├── CHANGELOG.txt ├── CONTRIBUTING.md ├── LICENSE ├── NOTICES ├── README.md ├── __init__.py ├── docs ├── .buildinfo ├── .nojekyll ├── _sources │ ├── api.rst.txt │ ├── compound.rst.txt │ ├── contributing.rst.txt │ ├── embeddings.rst.txt │ ├── examples.rst.txt │ ├── fine_tuning.rst.txt │ ├── index.rst.txt │ ├── installation.rst.txt │ ├── quick.rst.txt │ └── transformations.rst.txt ├── _static │ ├── _sphinx_javascript_frameworks_compat.js │ ├── basic.css │ ├── css │ │ ├── badge_only.css │ │ ├── fonts │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ ├── fontawesome-webfont.woff2 │ │ │ ├── lato-bold-italic.woff │ │ │ ├── lato-bold-italic.woff2 │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-normal-italic.woff │ │ │ ├── lato-normal-italic.woff2 │ │ │ ├── lato-normal.woff │ │ │ └── lato-normal.woff2 │ │ └── theme.css │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── fonts │ │ ├── Inconsolata-Bold.ttf │ │ ├── Inconsolata-Regular.ttf │ │ ├── Inconsolata.ttf │ │ ├── Lato-Bold.ttf │ │ ├── Lato-Regular.ttf │ │ ├── Lato │ │ │ ├── lato-bold.eot │ │ │ ├── lato-bold.ttf │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-bolditalic.eot │ │ │ ├── lato-bolditalic.ttf │ │ │ ├── lato-bolditalic.woff │ │ │ ├── lato-bolditalic.woff2 │ │ │ ├── lato-italic.eot │ │ │ ├── lato-italic.ttf │ │ │ ├── lato-italic.woff │ │ │ ├── lato-italic.woff2 │ │ │ ├── lato-regular.eot │ │ │ ├── lato-regular.ttf │ │ │ ├── lato-regular.woff │ │ │ └── lato-regular.woff2 │ │ ├── RobotoSlab-Bold.ttf │ │ ├── RobotoSlab-Regular.ttf │ │ ├── RobotoSlab │ │ │ ├── roboto-slab-v7-bold.eot │ │ │ ├── roboto-slab-v7-bold.ttf │ │ │ ├── roboto-slab-v7-bold.woff │ │ │ ├── roboto-slab-v7-bold.woff2 │ │ │ ├── roboto-slab-v7-regular.eot │ │ │ ├── roboto-slab-v7-regular.ttf │ │ │ ├── roboto-slab-v7-regular.woff │ │ │ └── roboto-slab-v7-regular.woff2 │ │ ├── fontawesome-webfont.eot │ │ ├── fontawesome-webfont.svg │ │ ├── fontawesome-webfont.ttf │ │ ├── fontawesome-webfont.woff │ │ └── fontawesome-webfont.woff2 │ ├── jquery-3.4.1.js │ ├── jquery-3.5.1.js │ ├── jquery-3.6.0.js │ ├── jquery.js │ ├── js │ │ ├── badge_only.js │ │ ├── html5shiv-printshiv.min.js │ │ ├── html5shiv.min.js │ │ ├── modernizr.min.js │ │ └── theme.js │ ├── language_data.js │ ├── minus.png │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ ├── sphinx_highlight.js │ ├── underscore-1.13.1.js │ ├── underscore-1.3.1.js │ └── underscore.js ├── api.html ├── compound.html ├── contributing.html ├── embeddings.html ├── examples.html ├── fine_tuning.html ├── genindex.html ├── index.html ├── installation.html ├── objects.inv ├── py-modindex.html ├── quick.html ├── search.html ├── searchindex.js └── transformations.html ├── docsrc ├── Makefile ├── api.rst ├── compound.rst ├── conf.py ├── contributing.rst ├── embeddings.rst ├── examples.rst ├── fine_tuning.rst ├── index.rst ├── installation.rst ├── make.bat ├── quick.rst └── transformations.rst ├── notebooks ├── basic_usage_example.ipynb ├── finetune_example.ipynb ├── model_selection_example.ipynb ├── persistence_example.ipynb ├── pipeline_example.ipynb ├── requirements.txt └── schema.json ├── requirements.txt ├── requirements_full.txt ├── setup.py ├── tests ├── __init__.py ├── data │ ├── dummy.kv │ ├── en_embeddings.csv │ ├── pooled_embeddings.csv │ ├── schema.json │ └── use_embeddings.csv ├── run_all.py ├── test_base.py ├── test_bow.py ├── test_compound.py ├── test_doc2vec.py ├── test_lda.py ├── test_nmf.py ├── test_pool.py ├── test_random.py ├── test_svd.py ├── test_textwiser.py ├── test_tfidf.py ├── test_transformer_base.py ├── test_umap.py ├── test_use.py ├── test_utils.py └── test_word.py └── textwiser ├── 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