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Improve gensim documentation (numfocus) (#2591)
* Update makefile to point to new subdirectory * Update layout.html to show new documentation sections * introduce sphinx gallery * reorganize gallery * trim tut3.rst * git add docs/to_python.py * git add gallery/010_tutorials/run_doc2vec_lee.py * minor layout tweak * add downloader api howto * add fasttext tutorial and howto * use pprint in fasttext tutorial * add summarization tutorial * git add gallery/020_howtos/run_howto_compare_lda.py * add fasttext thumbnails * adding core concepts tutorial * add summarization plot * update notebook to use 20newsgroups * update notebook * improve notebook * update howtos * fix distance metrics tutorial * improve distance_metrics.ipynb * git add gallery/010_tutorials/run_distance_metrics.py * git add gallery/020_howtos/run_news_classification.py * move downloader API to tutorials section * add docs/src/auto_examples so bindr can pick up the notebooks * minor changes * git add gallery/010_tutorials/run_lda.py * more minor changes * More minor changes * git add gallery/010_tutorials/run_word2vec.py * updated notebooks * git add gallery/010_tutorials/run_wmd.py * add image * move parts of intro.rst to core concepts tutorial * move README.txt to wiki * get rid of fasttext wrapper tutorial * update top-level heading * more minor changes * minor updates * improve Doc2Vec tutorial, move explanations from IMDB * git add gallery/020_howtos/run_doc2vec_imdb.py * git st * fix notebook paths for bindr * rename gallery to documentation * git add binder/requirements.txt * git add auto_examples/000_core/requirements.txt * adding requirements.txt for binder * removing requirements files added in desperation * update conf.py * remove temporary files from git branch * rm images * merge "getting started" into "core concepts" * add some clarifying text * add Jupyter notebook * Revert "get rid of fasttext wrapper tutorial" This reverts commit 3ec0a46. * get rid of fasttext wrapper guide * git add auto_examples/ * minor fixes * fix typo * add listing of corpora and models * get rid of binder * git add gallery/020_howtos/run_doc.py * more instructions for authorship * improve linkage between core tutorials * add highlighting * move downloader to howto * restore support and about sections * sync toolbars * Add installation instructions to top page * clean up html * add wordcloud-based thumbnails * updated notebooks * update script * add sphinx-gallery to doc dependencies * include memory_profiler in docs_testenv * git add README.rst * use proper temporary file * reorganize tutorials section * clarify version control in README.rst * git rm 020_howtos/saved_model_wrapper * move pivoted document normalization to tutorials section * fix ordering in howto section * add images * add annoy to doc dependencies * update gitignore * disable tox spinner * turn off progress bar for pip * fix labels * naming fixes * git rm docs/notebooks/gensim\ Quick\ Start.ipynb * git rm docs/notebooks/Corpora_and_Vector_Spaces.ipynb * git rm gensim\ Quick\ Start.ipynb * git rm docs/notebooks/Topics_and_Transformations.ipynb * git rm docs/notebooks/Similarity_Queries.ipynb * git rm docs/notebooks/summarization_tutorial.ipynb * git rm docs/notebooks/distance_metrics.ipynb * git rm docs/notebooks/word2vec.ipynb * git rm docs/notebooks/doc2vec-lee.ipynb * git rm docs/notebooks/gensim_news_classification.ipynb * git rm docs/notebooks/lda_training_tips.ipynb * git rm docs/notebooks/doc2vec-IMDB.ipynb * git rm docs/notebooks/annoytutorial.ipynb * git rm tutorial.rst tut1.rst tut2.rst tut3.rst * minor update to layout.html * git rm changes_080.rst * minor tweaks to gallery and surrounding docs * remove cruft from run_doc2vec_imdb.py * update doc howto * fixup * git add requirements_docs.txt * more dependencies in requirements_docs.txt * re-enable LDA howto * add missing images * add built LDA howto * port tutorials.md to gallery * WIP: cleaning up docs * language clean up + pin exact versions in doc requirements * git add redirects.csv test_redirects.py * remove gensim_numfocus namespace qualifier * doc cleanup in Other resources * fix redirects * regenerated tutorials * Added tools/check_gallery.py * committing unsuccessful attempt to fix a tutorial before deleting it * remove tutorials that don't work * index page fixes * add install anchor * Update redirects.csv * link fixes from local testing * replace easy_install with pip * renamed run_040_compare_lda.py to run_compare_lda.py * minor fixes * more fixes from website testing * updating wordcloud images * add pandas to requirements_docs.txt * !! * more dependency + code fixes * update upload path to "live" website * update test_redirects.py * git rm redirects.csv test_redirects.py
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