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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-spider

爬虫集合

biases-relu-neural-network

Here we present the biases ReLU Neural Network, and gives the implementation code on Tensorflow and Pytorch, respectively.

book-mathmatical-foundation-of-reinforcement-learning

This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."

cifar100

HAVE A TRY!

competition_olympics-integrated

dlib

A toolkit for making real world machine learning and data analysis applications in C++

ehh_neural_network

gcn

Implementation of Graph Convolutional Networks in TensorFlow

hitsz-daily-report

基于Github Action的定时HITsz疫情上报脚本，开箱即用

ierg5350-assignment-2021

Official repository of the assignments in IERG 5350 Reinforcement Learning Course at CUHK.

maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

machine-learning-homework

Matlab Coding homework for Machine Learning

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

marllib

The MARL extension for RLlib. A benchmark for research and industry.

mlofandrew-ng

吴恩达机器学习课程的讲义，欢迎大家一起学习

parl

A high-performance distributed training framework for Reinforcement Learning

planetoid

Semi-supervised learning with graph embeddings

princetonalgorithmspart1

algorithms part1 homework

pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

rlexample

Some basic examples of playing with RL

spatio-temporal-paper-list

Spatio-temporal modeling 论文列表（主要是graph convolution相关)

sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gym, PettingZoo, and popular RL libraries.

talking-head-anime-demo

Demo for the "Talking Head Anime from a Single Image."

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

trafficflowforecasting

Some TrafficFlowForecasting Solutions(交通流量预测解决方案)