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advanced-data-analysis-2021spring

Assignment 2

bigscity-libcity

LibCity: An Open Library for Traffic Prediction

deepmove

Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network

gnn4traffic

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

gnnpapers

Must-read papers on graph neural networks (GNN)

human-mobility-analysis

A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination prediction, travel spatiotemporal and semantic features calculations (e.g., entropy, radius of gyration, motif ratio, travel rhythm, etc), driving characters and dispositions.

qinxfeng620.github.io

rntrajrec

Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

scikit-mobility

scikit-mobility: mobility analysis in Python

start

[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).

stfgnn

Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)

stsgcn

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

tale

Pre-training Time-Aware Location Embeddings from Spatial-Temporal Trajectories.

team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

tptk

A Trajectory Preprocessing Toolkit in Python

traffic-benchmark

trajectory-paper-collation

2019-2021 Trajectory Paper Collation