code-first-ml

Code First ML

These books provide a code-first introduction to ML.

Code First ML Book 1

Code First ML Book 2

Main Toolset

1. JAX/PyTorch
2. TFP for distributions
3. BlackJax for MCMC
4. Optax and Jaxopt for optimization
5. Flax for neural networks