bharathgs/Awesome-pytorch-list

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A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

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  • Ngày tạo01/03/2017
  • Cập nhật gần nhất22/09/2026
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README.md164.9 KBRaw

Awesome-Pytorch-list

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Contents

Pytorch & related libraries

  1. pytorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration.
  2. Captum: Model interpretability and understanding for PyTorch.

NLP & Speech Processing:

  1. pytorch text: Torch text related contents.
  2. pytorch-seq2seq: A framework for sequence-to-sequence (seq2seq) models implemented in PyTorch.
  3. anuvada: Interpretable Models for NLP using PyTorch.
  4. audio: simple audio I/O for pytorch.
  5. loop: A method to generate speech across multiple speakers
  6. fairseq-py: Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
  7. speech: PyTorch ASR Implementation.
  8. OpenNMT-py: Open-Source Neural Machine Translation in PyTorch http://opennmt.net
  9. neuralcoref: State-of-the-art coreference resolution based on neural nets and spaCy huggingface.co/coref
  10. sentiment-discovery: Unsupervised Language Modeling at scale for robust sentiment classification.
  11. MUSE: A library for Multilingual Unsupervised or Supervised word Embeddings
  12. nmtpytorch: Neural Machine Translation Framework in PyTorch.
  13. pytorch-wavenet: An implementation of WaveNet with fast generation
  14. Tacotron-pytorch: Tacotron: Towards End-to-End Speech Synthesis.
  15. AllenNLP: An open-source NLP research library, built on PyTorch.
  16. PyTorch-NLP: Text utilities and datasets for PyTorch pytorchnlp.readthedocs.io
  17. quick-nlp: Pytorch NLP library based on FastAI.
  18. TTS: Deep learning for Text2Speech
  19. LASER: Language-Agnostic SEntence Representations
  20. pyannote-audio: Neural building blocks for speaker diarization: speech activity detection, speaker change detection, speaker embedding
  21. gensen: Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning.
  22. translate: Translate - a PyTorch Language Library.
  23. espnet: End-to-End Speech Processing Toolkit espnet.github.io/espnet

Nội dung README thuộc về bharathgs và cộng đồng đóng góp, giấy phép Không có giấy phép. Nguồn: github.com/bharathgs/Awesome-pytorch-list