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ai-research-tools

:hammer:AI 方向好用的科研工具

astgcn

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

astgcn-r-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

ctslstm

Keras Implement of CTSLSTM

doisnet

Doisnet OnlineAnonymity 是目前全网唯一的一款永久免费、节点最多且支持随意切换节点、永久更新、不限速、不限流量、不限设备、不限时长的VPN

ebook-an_introduction_to_robust_optimization

open-traffic-datasets

open traffic datasets

python-100-days

Python - 100天从新手到大师

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

stsgcn

AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

traffic-prediction

Traffic Prediction using LSTM method.

urban-traffic-speed-dataset-guangzhou

A dataset for understanding urban transportation. This is an urban traffic speed dataset, which consists of 214 anonymous road segments within two months (i.e., from August 1, 2016 to September 30, 2016) at 10-minute interval, and the speed observations were collected in Guangzhou, China.