hxqiang2020 Goto Github PK

hands-on-rl

https://hrl.boyuai.com/

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hangman

homework

Assignments for CS294-112.

homework_fall2021

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)

introrl

Intro to Reinforcement Learning (强化学习纲要）

keras-rl

Deep Reinforcement Learning for Keras.

leetcode

😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

leetcode-1

:monkey:LeetCode、剑指Offer刷题笔记（C/C++、Python3实现）

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

lihang-code

《统计学习方法》的代码实现

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

machine-learning-notes

周志华《机器学习》手推笔记

machinelearning

周志华《机器学习》

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

ml2022-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

neural-style

Torch implementation of neural style algorithm

pcc

Resources for Python Crash Course, from No Starch Press.

publicclass2020

公开课代码

pumpkin-book

《机器学习》（西瓜书）公式详解

pysc2

StarCraft II Learning Environment

python-offer

《剑指Offer》面试题Python实现

python_algorithm_demo

数据结构与算法 Python 语言实现

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-2nd-edition-by-sutton-exercise-solutions

Solutions of Reinforcement Learning, An Introduction

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

rlexample

Some basic examples of playing with RL

scikit-learn

scikit-learn: machine learning in Python