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awesome-artificial-intelligence-research

A curated list of Artificial Intelligence (AI) Research

berkeleydeeprlcourse-homework-pytorch

Assignments for CS294-112 Fall2018 in Pytorch

berkeleydeeprlcourse-homework-pytorch-solution

Solutions for CS294-112 Fall2018 assignments in Pytorch

cs285_homework_fall2020

CS285 Homework

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-learning-course

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

fluid

Fluid, elastic data abstraction layer for BigData/AI applications in cloud native systems

github-slideshow

A robot powered training repository :robot:

glm

GLM (General Language Model)

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

interfusion

KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding

java20-homework

learningml

coding ML algorithms with python

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/

lihang-code

《统计学习方法》的代码实现

machine-learning-session

mit6.s081

mvts_transformer

Multivariate Time Series Transformer, public version

nlp-beginner

NLP上手教程

nlp-beginner-finish

此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。

omnianomaly

KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

or-pandas

【运筹OR帷幄|数据科学】pandas教程系列电子书

python-100-days

Python - 100天从新手到大师

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

reinforce

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

team-learning-program

主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。