MaXiaodong's repositories
Awesome-NAS-AMC
This repo is a survey for: Neural Architecture Search & Auto Model Compress
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
Algorithm-Assigiment
It the assigiment of a course named Algorithm Design in first year graduate student. I recorded and analyzed each exercises in detail and I share it for you in order to help those who are beginners to get started. I hope I can get your support and I hope I can help them. Thank you!
Algorithms
A collection of algorithms and data structures
autoPrune
automatic model channel pruning using distributed reinforcement learning
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
CS-Xmind-Note
计算机专业课（408）思维导图和笔记：计算机组成原理（第五版 王爱英），数据结构（王道），计算机网络（第七版 谢希仁），操作系统（第四版 汤小丹）
Deep-Reinforcement-Learning-Algorithms
32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
hikyuu
Hikyuu Quant Framework 基于C++/Python的开源量化交易研究框架
malib
A parallel framework for population-based multi-agent reinforcement learning.
MathModel
研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT
model-compression
model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))
Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Python-100-Days
Python - 100天从新手到大师
ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
rl-experiments
Keeping track of RL experiments
spring-framework
Spring Framework
Super-mario-bros-A3C-pytorch
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
tianshou
An elegant PyTorch deep reinforcement learning platform.