numpygrad
=========

A NumPy-only autograd and neural network library with a PyTorch-like API.
No C++ extensions, no CUDA — just readable, hackable Python.

.. toctree::
   :maxdepth: 1
   :caption: Getting Started

   getting_started

.. toctree::
   :maxdepth: 2
   :caption: Concepts

   concepts/autograd
   concepts/no_grad

.. toctree::
   :maxdepth: 2
   :caption: User Guide

   guide/training_loop
   guide/custom_modules

.. toctree::
   :maxdepth: 1
   :caption: API Reference

   api/array
   api/random
   api/ops
   api/nn
   api/optim
   api/utils

.. toctree::
   :maxdepth: 1
   :caption: Examples

   examples/regression_1d
   examples/classification_2d
   examples/mnist
   examples/gpt2