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Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Python 16,172 3,604 Updated Jun 2, 2023

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling sa…

Python 5,530 1,002 Updated Jun 23, 2024

Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

Jupyter Notebook 231 46 Updated Aug 26, 2021

"Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver

Python 177 34 Updated Oct 27, 2021

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

MATLAB 9,562 945 Updated May 16, 2025

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Jupyter Notebook 11,455 2,035 Updated May 13, 2025

CMPT409 of Simon Fraser University

126 22 Updated Aug 27, 2021

《神经网络与深度学习》案例与实践

Jupyter Notebook 1,004 210 Updated Nov 23, 2022