https://github.com/herbitovich/multiclasstextclassification_ru

A RuBERT-based PyTorch + TensorFlow models: personal news-recommender system and multiclass news classification.
https://github.com/herbitovich/multiclasstextclassification_ru

ml tensorflow textclassification torch

Last synced: 4 months ago
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A RuBERT-based PyTorch + TensorFlow models: personal news-recommender system and multiclass news classification.

• Host: GitHub
• URL: https://github.com/herbitovich/multiclasstextclassification_ru
• Owner: herbitovich
• License: mit
• Created: 2024-08-23T08:34:19.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-01-24T01:49:03.000Z (about 1 year ago)
• Last Synced: 2025-03-17T06:36:31.243Z (11 months ago)
• Topics: ml, tensorflow, textclassification, torch
• Language: Jupyter Notebook
• Homepage:
• Size: 19.6 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Changelog: newsClassifierModel.ipynb
  • License: LICENSE

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README

          
# Personal RecSys & multiclass text classification using BERT

The repository consists of the models' training notebooks with comments and a couple of handy tools for creating your own dataset for them.


Also, the bot.py file is presented, which is a script for initializing a python-based telegram bot for using the model after its training. (Don't forget to paste your BotFather token in there)