ML maths.md

This is a collection of various books and articles about the math of ML models.

Keywords: Mathematics
Keywords: Math
Keywords: machine learning
Keywords: ML

Reinforcement learning

http://karpathy.github.io/2016/05/31/rl/

• RL
• policy gradients

ML mathematics: Autodiff

https://thenumb.at/Autodiff/

Keywords: Automatic differentiation

Markov Chain Monte Carlo

Introduction - Markov Chain Monte Carlo and the Metropolis Alogorithm

Keywords: MCMC Keywords: Markov Chain Monte Carlo

AI>ML>NN>sparsity

https://www.gwern.net/docs/ai/nn/sparsity/index

article : Hopfield networks

https://ml-jku.github.io/hopfield-layers/#mjx-eqn-eqweight_matrix

ML NN type: Siamese NN

https://vevesta.substack.com/p/siamese-neural-network

ML types.md

this is a collection of various neural network types and machine learning types

Graph Neural Network

Adaptive Diffusion in Graph Neural Networks pdf

meta

Wiki wiki

Neural Network Zoo link