zhb0318

OpenFOAMTeaching

rl_algorithms

Structural implementation of RL key algorithms

DeepRL

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

spinningup

An educational resource to help anyone learn deep reinforcement learning.

awesome-algorithm

结构化算法刷题训练指南 (希望大家支持一下！)

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

Prebuilt-Binaries

Various software built on various platforms.

PlatEMO

Evolutionary multi-objective optimization platform

moead-py

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

ddpg

reinforcement learning ddpg code. follow deepmind papers.

GA3C

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

LintCode

LintCode全AC题解，主要实现语言为C++，小部分为JAVA，近期会尽量完善注释、代码全改为C++实现

tensorflow-vgg

VGG19 and VGG16 on Tensorflow

SSD-Tensorflow

Single Shot MultiBox Detector in TensorFlow

CodeFun

DataStructure(SwordOffer、LeetCode)、Deep Learning(Tensorflow、Keras、Pytorch)、Machine Learning(sklearn、spark)、AutoML、AutoDL、ModelDeploying、SQL

deeplearningbook-chinese

Deep Learning Book Chinese Translation

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

sonnet

TensorFlow-based neural network library

iGAN

Interactive Image Generation via Generative Adversarial Networks

face_recognition

The world's simplest facial recognition api for Python and the command line

nips2017

A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017