PyTorch 0.2 中文文档

PyTorch 是使用 GPU 和 CPU 优化的深度学习张量库。

贡献者

本项目由 awfssv, ycszen, KeithYin, kophy, swordspoet, dyl745001196, koshinryuu, tfygg, weigp, ZijunDeng, yichuan9527 等 PyTorch 爱好者发起,并已获得 PyTorch 官方授权。我们目的是建立 PyTorch 的中文文档,并力所能及地提供更多的帮助和建议。

本项目网址为 pytorch-cn,文档翻译 QQ 群:628478868

如果你在使用 pytorch 和 pytorch-cn 的过程中有任何问题,欢迎在 issue 中讨论,可能你的问题也是别人的问题。

翻译进度

第一个名字代表翻译人,第二个代表审阅人

Notes

  • [x] Autograd mechanics (ycszen) (DL-ljw)
  • [x] CUDA semantics (ycszen)
  • [x] Extending PyTorch (KeithYin)
  • [x] Multiprocessing best practices (ycszen)
  • [x] Serialization semantics (ycszen)

Package Reference

  • [x] torch (koshinryuu) (飞彦)
  • [x] torch.Tensor (weigp) (飞彦)
  • [x] torch.Storage (kophy)
  • [ ] torch.nn
    • [x] Parameters (KeithYin)
    • [x] Containers (KeithYin)
    • [x] Convolution Layers (yichuan9527)
    • [x] Pooling Layers (yichuan9527)
    • [x] Non-linear Activations (swordspoet)
    • [x] Normalization layers (XavierLin)
    • [x] Recurrent layers (KeithYin) (Mosout)
    • [x] Linear layers ( ) (Mosout)
    • [x] Dropout layers ( ) (Mosout)
    • [x] Sparse layers (Mosout)
    • [x] Distance functions
    • [x] Loss functions (KeithYin) (DL-ljw)
    • [x] Vision layers (KeithYin)
    • [x] Multi-GPU layers (KeithYin)
    • [x] Utilities (KeithYin)
  • [x] torch.nn.functional
    • [x] Convolution functions (ycszen) (铁血丹心)
    • [x] Pooling functions (ycszen) (铁血丹心)
    • [x] Non-linear activations functions (ycszen)
    • [x] Normalization functions (ycszen)
    • [x] Linear functions (dyl745001196)
    • [x] Dropout functions (dyl745001196)
    • [x] Distance functions (dyl745001196)
    • [x] Loss functions (tfygg) (DL-ljw)
    • [x] Vision functions (KeithYin)
  • [x] torch.nn.init (kophy) (luc)
  • [x] torch.optim (ZijunDeng) (祁杰)
  • [x] torch.autograd (KeithYin) (祁杰)
  • [x] torch.multiprocessing (songbo.han)
  • [x] torch.legacy (ycszen)
  • [x] torch.cuda (ycszen)
  • [x] torch.utils.ffi (ycszen)
  • [x] torch.utils.data (ycszen)
  • [x] torch.utils.model_zoo (ycszen)

torchvision Reference

  • [x] torchvision (KeithYin)
  • [x] torchvision.datasets (KeithYin) (loop)
  • [x] torchvision.models (KeithYin)
  • [x] torchvision.transforms (KeithYin) (loop)
  • [x] torchvision.utils (KeithYin)


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