Learn how to build a neural network from scratch using PyTorch.
PyTorch has quickly become today's most popular deep learning platform. In this tutorial by Soumith Chintala, one of the creators of PyTorch, you'll learn how to construct neural networks in PyTorch using the torch.nn package.
Topics covered include:
- Defining a neural network
- Processing inputs
- Computing the loss
- Backpropagating the error
- Updating the network weights
PyTorch, Educational
By clicking the Run on Gradient button above, you will be launching the contents of this repository into a Jupyter notebook on Paperspace Gradient.
Docs are available at docs.paperspace.com.
Be sure to read about how to create a notebook or watch the video instead!