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A library for multi-label text classification test ..

License: MIT License

Python 94.84% Shell 5.16%
multilabel-classification

libmultilabel's Introduction

LibMultiLabel — a Library for Multi-class and Multi-label Text Classification

LibMultiLabel is a library for binary, multi-class, and multi-label classification. It has the following functionalities

  • end-to-end services from raw texts to final evaluation/analysis
  • support for common neural network architectures and linear classifiers
  • easy hyper-parameter selection

This is an on-going development so many improvements are still being made. Comments are very welcome.

Environments

  • Python: 3.7+
  • CUDA: 11.6 (if training neural networks by GPU)
  • Pytorch 1.13.1+

If you have a different version of CUDA, follow the installation instructions for PyTorch LTS at their website.

Documentation

See the documentation here: https://www.csie.ntu.edu.tw/~cjlin/libmultilabel

libmultilabel's People

Contributors

aics-review-bot avatar chihming avatar cjlin1 avatar eleven1liu avatar ericliu8168 avatar gordon119 avatar henryyang42 avatar jameslyc88 avatar sammer1107 avatar sinacam avatar will945945945 avatar

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