Neural Network 0 to Hero

My personal journey to understand neural networks from scratch.

Contents

1. Building Micrograd: a tiny autograd engine that implements backpropagation for neural networks.
2. MLOps with HYDRA: a simple example of how to use Hydra to manage configurations for your machine learning projects.
3. PyTorch Lightning: a simple example of how to use PyTorch Lightning to train a neural network.
4. Autoregressive Models: a simple example of how to train an autoregressive model using PyTorch Lightning.