This is a collection of various books and articles about the math of ML models.
Keywords: Mathematics
Keywords: Math
Keywords: machine learning
Keywords: ML
http://karpathy.github.io/2016/05/31/rl/
- RL
- policy gradients
Keywords: Automatic differentiation
Introduction - Markov Chain Monte Carlo and the Metropolis Alogorithm
Keywords: MCMC Keywords: Markov Chain Monte Carlo
https://www.gwern.net/docs/ai/nn/sparsity/index
https://ml-jku.github.io/hopfield-layers/#mjx-eqn-eqweight_matrix