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Chelsea's Projects

cityflow icon cityflow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

cst-ml icon cst-ml

The codes and data of paper "cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction"

daily-interview icon daily-interview

Datawhale成员整理的面经,内容包括机器学习,CV,NLP,推荐,开发等,欢迎大家star

deep-eta-murat icon deep-eta-murat

Implementation of "Multi-task Representation Learning for Travel Time Estimation"

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dl-traff-graph icon dl-traff-graph

[CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)

fudandaily icon fudandaily

使用GitHub Actions实现平安复旦全自动打卡

gnn4traffic icon gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

heteta icon heteta

HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival

leetcodetop icon leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

localegn icon localegn

few-shot models for short-term traffic prediction

magnn icon magnn

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

spagan icon spagan

PyTorch Implement for Path Attention Graph Network

st-metanet icon st-metanet

The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"

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