Interview Codes for AI positions

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

A student implementation of Alpha Go Zero

Intro to Reinforcement Learning (强化学习纲要）

算法工程师-机器学习面试题总结

A graph transformer framework

compare the theory attention gradient with PyTorch attention gradient

Graph Neural Network Library for PyTorch

Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.

A novel parallel UCT algorithm with linear speedup and negligible performance loss.

Tools for auto-generating the battery-materials database.

Virus outbreak simulation 病毒感染与群体免疫模型

新型冠状病毒防疫信息收集平台

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

网易云课堂MySQL微专业学习笔记