Nature-Machine-Intelligence's repositories
akshare
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
analytics-zoo
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
annotated_latex_equations
Examples of how to create colorful, annotated equations in Latex using Tikz.
awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
awesome-explainable-reinforcement-learning
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
awesome-rl
Reinforcement learning resources curated
BigDL
Building Large-Scale AI Applications for Distributed Big Data
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
docker-learning
docker学习笔记
DRL
Deep Reinforcement Learning
easy-rl
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
English-level-up-tips
An advanced guide to learn English which might benefit you a lot 🎉 . 离谱的英语学习指南。
free-programming-books
:books: Freely available programming books
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
obsidian_vault_template_for_researcher
This is an vault template for researchers using obsidian.
paper-reading
深度学习经典、新论文逐段精读
paper_reading
经典论文阅读笔记，文章同步发布在知乎和博客上。欢迎提 PR
PARL
A high-performance distributed training framework for Reinforcement Learning
Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions
Solutions of Reinforcement Learning, An Introduction
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
reinforcement-learning-an-introduction-1
Solutions to Exercises - Reinforcement Learning: An Introduction (Second Edition)
reinforcement_learning_an_introduction
Notes and exercise solutions for second edition of Sutton & Barto's book
RLzoo
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
TD3
Author's PyTorch implementation of TD3 for OpenAI gym tasks
TensorFlowOnSpark
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.