Code First ML
These books provide a code first introduction to ML. These books mirror book 1 and book 2 on Probabilistic ML by Kevin Murphy.
Code First ML Book 1
Code First ML Book 2
Main Toolset
- JAX
- TFP for distributions
- BlackJax for MCMC
- Optax and Jaxopt for optimization
- Flax for neural networks