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alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

awesome-python-applications

💿 Free software that works great, which also happens to be open-source Python.

complex_valued_neuralnetwork

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60个国家的400所大学用于教学。

decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

deeplearning_tutorials

The deeplearning algorithms implemented by tensorflow

deepreinforcementlearning

A replica of the AlphaZero methodology for deep reinforcement learning in Python

gan

python notebooks accompanying the book Make Your Own GAN

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

hands-on-rl

https://hrl.boyuai.com/

learngit

study operation of git

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

machinelearning_lab

A virtual DIY laboratory for machine learning nuts and bolts

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

ml_implementation

Implementation of Machine Learning Algorithms

monte-carlo-tree-search

Monte carlo tree search in python

numerical-linear-algebra-v2

Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program

pandas-tutorial

适合初级到中级晋升者，有了体系之后就看熟练度了。

pytorch

neural network code with pytorch

reinforce-by_ye_qiang-

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-chenxy3791

sample code snippets for reinforcement learning for self-study

v2ray

最好用的 V2Ray 一键安装脚本 & 管理脚本