swordspoet / pytorch-cn

Document for Pytorch project

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pytorch-cn


本项目由awfssv, ycszen, KeithYin, kophy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

未勾选的是未完成的,粗体代表已认领正在进行,其他的是未认领的(大家赶紧认领吧~)

Notes

  • Autograd mechanics (ycszen)
  • CUDA semantics (ycszen)
  • Extending PyTorch (KeithYin)
  • Multiprocessing best practices (ycszen)
  • Serialization semantics (ycszen)

Package Reference

  • torch
  • torch.Tensor
  • torch.Storage(kophy)
  • torch.nn
    • Parameters
    • Containers
    • Convolution Layers
    • Pooling Layers
    • Non-linear Activations
    • Normalization layers
    • Recurrent layers(KeithYin)
    • Linear layers
    • Dropout layers
    • Sparse layers
    • Distance functions
    • Loss functions(KeithYin)
    • Vision layers(KeithYin)
    • Multi-GPU layers(KeithYin)
    • Utilities(KeithYin)
  • torch.nn.functional
    • Convolution functions
    • Pooling functions
    • Non-linear activations functions
    • Normalization functions
    • Linear functions
    • Dropout functions
    • Distance functions
    • Loss functions
    • Vision functions
  • torch.nn.init(kophy)
  • torch.optim
  • torch.autograd(KeithYin)
  • torch.multiprocessing
  • torch.legacy(ycszen)
  • torch.cuda(ycszen)
  • torch.utils.ffi(ycszen)
  • torch.utils.data(ycszen)
  • torch.utils.model_zoo(ycszen)

torchvision Reference

  • torchvision (KeithYin)
  • torchvision.datasets (KeithYin)
  • torchvision.models (KeithYin)
  • torchvision.transforms (KeithYin)
  • torchvision.utils (KeithYin)

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Document for Pytorch project