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.travis.yml

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branches:
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only:
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- /v\d+\.\d+\.\d+/
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- /release-.+/
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- travis
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language: python
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arch: arm64-graviton2
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dist: focal

CHANGELOG.md

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Changes
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=======
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## 4.0.1, 2021-04-01
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Bugfix release to address issues with Wheels on Windows:
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- https://github.com/RaRe-Technologies/gensim/issues/3095
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- https://github.com/RaRe-Technologies/gensim/issues/3097
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## 4.0.0, 2021-03-24
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**⚠️ Gensim 4.0 contains breaking API changes! See the [Migration guide](https://github.com/RaRe-Technologies/gensim/wiki/Migrating-from-Gensim-3.x-to-4) to update your existing Gensim 3.x code and models.**

README.md

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https://github.com/RaRe-Technologies/gensim/issues/2805
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-->
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[![Build Status](https://travis-ci.org/RaRe-Technologies/gensim.svg?branch=develop)](https://travis-ci.org/RaRe-Technologies/gensim)
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[![Build Status](https://github.com/RaRe-Technologies/gensim/actions/workflows/tests.yml/badge.svg?branch=develop)](https://github.com/RaRe-Technologies/gensim/actions)
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[![GitHub release](https://img.shields.io/github/release/rare-technologies/gensim.svg?maxAge=3600)](https://github.com/RaRe-Technologies/gensim/releases)
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[![Downloads](https://img.shields.io/pypi/dm/gensim?color=blue)](https://pepy.tech/project/gensim/)
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[![DOI](https://zenodo.org/badge/DOI/10.13140/2.1.2393.1847.svg)](https://doi.org/10.13140/2.1.2393.1847)
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docs/src/auto_examples/index.rst

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.. raw:: html
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<div class="sphx-glr-thumbcontainer" tooltip="Introduces transformations and demonstrates their use on a toy corpus.">
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<div class="sphx-glr-thumbcontainer" tooltip="Introduces transformations and demonstrates their use on a toy corpus. ">
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates querying a corpus for similar documents.">
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates querying a corpus for similar documents. ">
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<div class="sphx-glr-thumbcontainer" tooltip="Introduces Gensim&#x27;s fastText model and demonstrates its use on the Lee Corpus.">
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<div class="sphx-glr-thumbcontainer" tooltip="Introduces Gensim&#x27;s fastText model and demonstrates its use on the Lee Corpus. ">
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<div class="sphx-glr-thumbcontainer" tooltip="Introduces the Annoy library for similarity queries on top of vectors learned by Word2Vec.">
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<div class="sphx-glr-thumbcontainer" tooltip="Introduces the Annoy library for similarity queries on top of vectors learned by Word2Vec. ">
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates using Gensim&#x27;s implemenation of the SCM.">
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<div class="sphx-glr-thumbcontainer" tooltip="Introduces Gensim&#x27;s LDA model and demonstrates its use on the NIPS corpus.">
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.. figure:: /auto_examples/tutorials/images/thumb/sphx_glr_run_scm_thumb.png
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:alt: Soft Cosine Measure
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.. figure:: /auto_examples/tutorials/images/thumb/sphx_glr_run_lda_thumb.png
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:alt: LDA Model
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:ref:`sphx_glr_auto_examples_tutorials_run_scm.py`
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:ref:`sphx_glr_auto_examples_tutorials_run_lda.py`
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/auto_examples/tutorials/run_scm
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/auto_examples/tutorials/run_lda
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<div class="sphx-glr-thumbcontainer" tooltip="Introduces Gensim&#x27;s LDA model and demonstrates its use on the NIPS corpus.">
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates using Gensim&#x27;s implemenation of the SCM.">
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.. figure:: /auto_examples/tutorials/images/thumb/sphx_glr_run_lda_thumb.png
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:alt: LDA Model
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.. figure:: /auto_examples/tutorials/images/thumb/sphx_glr_run_scm_thumb.png
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:alt: Soft Cosine Measure
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:ref:`sphx_glr_auto_examples_tutorials_run_lda.py`
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:ref:`sphx_glr_auto_examples_tutorials_run_scm.py`
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/auto_examples/tutorials/run_lda
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/auto_examples/tutorials/run_scm
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates simple and quick access to common corpora and pretrained models.">
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<div class="sphx-glr-thumbcontainer" tooltip="Demonstrates simple and quick access to common corpora and pretrained models. ">
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<div class="sphx-glr-thumbcontainer" tooltip="How to author documentation for Gensim.">
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<div class="sphx-glr-thumbcontainer" tooltip="How to author documentation for Gensim. ">
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.. container:: sphx-glr-download sphx-glr-download-python
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:download:`Download all examples in Python source code: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`
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:download:`Download all examples in Python source code: auto_examples_python.zip <//Volumes/work/workspace/gensim/trunk/docs/src/auto_examples/auto_examples_python.zip>`
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:download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`
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:download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip <//Volumes/work/workspace/gensim/trunk/docs/src/auto_examples/auto_examples_jupyter.zip>`
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docs/src/conf.py

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# The short X.Y version.
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# The full version, including alpha/beta/rc tags.
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release = '4.0.1'
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# The language for content autogenerated by Sphinx. Refer to documentation
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docs/src/people.rst

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Top Contributors
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----------------
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See the `full list of contributors on Github <https://github.com/RaRe-Technologies/gensim/graphs/contributors>`_ and I'm thankful to all of them.
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See the `full list of contributors on Github <https://github.com/RaRe-Technologies/gensim/graphs/contributors>`_. I'm thankful to all of them.
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Let me also highlight the "main stars" of Gensim here:
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Let me also highlight the "core pillars" of Gensim here:
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- Radim Řehůřek, `piskvorky <https://github.com/piskvorky>`_: Creator of Gensim AKA me. I prefer not to count the late-night hours volunteered on Gensim development & support since 2009.
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- Gordon Mohr, `gojomo <https://github.com/gojomo>`_: Core Gensim contributor, key developer of its doc2vec implementation. ‘Oracle Open Source Developer of the Year’ in 2006, creator of the Heritrix web crawler and the ‘magnet link’.
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- Radim Řehůřek, `piskvorky <https://github.com/piskvorky>`_: Creator of Gensim AKA me, living in Prague. I prefer not to count the late-night hours volunteered on Gensim development & support since 2009.
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- Gordon Mohr, `gojomo <https://github.com/gojomo>`_: Core Gensim contributor from SF USA, key developer of its doc2vec implementation. ‘Oracle Open Source Developer of the Year’ in 2006, creator of the Heritrix web crawler and the ‘magnet link’.
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- Misha Penkov, `mpenkov <https://github.com/mpenkov>`_: Core maintainer and release manager of Gensim, Smart_open, SQLitedict, and other open source packages. Lives and works in Sapporo, Japan.
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- Ivan Menshikh, `menshikh-iv <https://github.com/menshikh-iv>`_: Ex-maintainer and mentor in the RARE student incubator.
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- Ivan Menshikh, `menshikh-iv <https://github.com/menshikh-iv>`_: Ex-maintainer and mentor in the RARE student incubator, from Yekaterinburg Russia.
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.. figure:: _static/images/misha_radim.jpeg
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:alt: Misha (left) and Radim (right) got together in Prague for some open source and badminton :)
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RARE photo: Misha (left) and Radim (right) got together in Prague, for some open source hacking & badminton :)
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.. _bronze-sponsors:
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Bronze Sponsors
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---------------
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The following sponsors help open source by `supporting Gensim financially <https://github.com/sponsors/piskvorky>`_:
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.. _gold-sponsors:
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Gold Sponsors
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`You? <https://github.com/sponsors/piskvorky>`_
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Silver Sponsors
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`You? <https://github.com/sponsors/piskvorky>`_
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.. figure:: _static/images/wilabs-logo.png
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:target: https://wilabs.com/
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:width: 50%
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:alt: WiLabs
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.. _bronze-sponsors:
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Gold Sponsors
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-------------
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Bronze Sponsors
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---------------
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`You? <https://github.com/sponsors/piskvorky>`_

docs/src/support.rst

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Support
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**⚠️ Please don't send me private emails unless you have a substantial budget for commercial support (see below).**
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Open source support
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-------------------
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The main communication channel is the `Gensim mailing list <https://groups.google.com/group/gensim>`_.
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The main communication channel is the free `Gensim mailing list <https://groups.google.com/group/gensim>`_.
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This is the preferred way to ask for help, report problems and share insights with the community. Newbie questions are perfectly fine, as long as you've read the :ref:`tutorials <sphx_glr_auto_examples>`.
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**⚠️ Please don't send me private emails unless you have a substantial budget for commercial support (see below).**
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This is the preferred way to ask for help, report problems and share insights with the community. Newbie questions are perfectly fine, as long as you've read the :ref:`tutorials <sphx_glr_auto_examples>` and `FAQ <https://github.com/RaRe-Technologies/gensim/wiki/Recipes-&-FAQ>`_.
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Commercial support
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I run a consulting R&D company focused on data mining and unstructured text processing, https://rare-technologies.com.
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If your company needs commercial support, please consider `becoming a Gensim sponsor <https://github.com/sponsors/piskvorky>`_. How it works: you chip in, we prioritize your tickets.
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If you need commercial support for Gensim or a corporate training in machine learning, `get in touch <http://rare-technologies.com/contact>`_ for a quote.
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Corporate sponsorship means sustainability. It allows us to dedicate our time keeping Gensim stable and performant for you.
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For developers

gensim/__init__.py

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setup.py

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