//- 💫 DOCS > USAGE > DEEP LEARNING > PYTORCH

+infobox
    +infobox-logos(["pytorch", 100, 48, "http://pytorch.org"])
    |  #[strong PyTorch] is a dynamic neural network library, which can be much
    |  easier to work with for NLP. Outside of Google, there's a general shift
    |  among NLP researchers to both Pytorch and DyNet. spaCy is the front-end
    |  of choice for PyTorch's #[code torch.text] extension. You can use PyTorch
    |  to create spaCy pipeline components, to add annotations to the
    |  #[code Doc] object.

+code.
    from thinc.extra.wrappers import PyTorchWrapper
    model = PyTorchWrapper(YOUR_PYTORCH_MODEL)

+github("spacy", "examples/training/train_pytorch_textcat.py")