EEmGuzman's starred repositories
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
PlotNeuralNet
Latex code for making neural networks diagrams
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
awesome-mlss
🤖 Machine Learning Summer School deadlines
ml-in-cosmology
A comprehensive list of published machine learning applications to cosmology
AlphaZeroSimple
The absolute most basic example of AlphaZero and Monte Carlo Tree Search I could come up with
alpha-zero
AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.
CMBLensing.jl
The automatically differentiable and GPU-compatible toolkit for CMB analysis.
ChineseCheckersAgent
A Chinese Checkers agent based on heuristics, MCTS, and self-play reinforcement learning.
MomentNetworks
Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
resunet-cmb
Code repository for the implementation of the ResUNet-CMB network from "Reconstructing Patchy Reionization with Deep Learning" (https://arxiv.org/abs/2101.01214) and "Reconstructing Cosmic Polarization Rotation with ResUNet-CMB" (https://arxiv.org/abs/2109.09715)
Chinese-Checkers-RL
Reinforcement learning for chinese checkers