https://github.com/nevmenandr/word2vec-russian-novels

Inspired by word2vec-pride-vis the replacement of words of Russian most valuable novels text with closest word2vec model words. By Boris Orekhov 📚
https://github.com/nevmenandr/word2vec-russian-novels

digital-humanities russian-literature word2vec word2vec-russian-novels

Last synced: 8 months ago
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Inspired by word2vec-pride-vis the replacement of words of Russian most valuable novels text with closest word2vec model words. By Boris Orekhov 📚

• Host: GitHub
• URL: https://github.com/nevmenandr/word2vec-russian-novels
• Owner: nevmenandr
• Created: 2017-04-02T17:21:55.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2024-08-01T19:51:47.000Z (over 1 year ago)
• Last Synced: 2025-04-11T11:46:10.539Z (8 months ago)
• Topics: digital-humanities, russian-literature, word2vec, word2vec-russian-novels
• Language: Jupyter Notebook
• Homepage: https://nevmenandr.github.io/novel2vec/
• Size: 9.29 MB
• Stars: 48
• Watchers: 2
• Forks: 12
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Citation: CITATION.cff

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README

          
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# word2vec-russian-novels 📖

Fun digital humanities project by [Boris Orekhov](https://nevmenandr.github.io/)

Inspired by [this work](https://github.com/arnicas/word2vec-pride-vis) the replacement of words of Russian most valuable novels text with closest word2vec model words.

I used a [model](http://rusvectores.org/ru/models/) ([ruwikiruscorpora](http://rusvectores.org/static/models/ruwikiruscorpora_0_300_20.bin.gz)) from RusVectōrēs project.

Other dependencies:

* gensim

* [pymorphy2](https://pymorphy2.readthedocs.io/en/latest/user/guide.html)

Possible applications:

* Fun

* Source for tests for so called "olympic" competitions in literature

* Base for literary studies that include the principle question "why this word, not the other?"