greensun0830's repositories
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
AirSim
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
CityFlow
A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。
DeepLearning
深度学习、强化学习、模仿学习与机器人
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
ElegantRL
Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".
foolbox
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
gym-duckietown
Self-driving car simulator for the Duckietown universe
JAAD
Annotation data for JAAD (Joint Attention in Autonomous Driving) Dataset
leedeeprl-notes
李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/
Machine-Learning-is-ALL-You-Need
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
PIE
Annotations for Pedestrian Intention Estimation (PIE) dataset
python-spider
:rainbow:Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
Quasar
Remote Administration Tool for Windows
r-pkgs
Building R packages
RecStudio
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
retro
Retro Games in Gym
rmini
A minimal R package with examples of most common components
SGNet.pytorch
Pytorch Implementation for Stepwise Goal-Driven Networks for Trajectory Prediction (RA-L/ICRA2022)
tianshou
An elegant PyTorch deep reinforcement learning platform.