Feng Qinxuan's repositories
GNN4Traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
RNTrajRec
Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)
START
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
scikit-mobility
scikit-mobility: mobility analysis in Python
Bigscity-LibCity
LibCity: An Open Library for Traffic Prediction
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.
GNNPapers
Must-read papers on graph neural networks (GNN)
TALE
Pre-training Time-Aware Location Embeddings from Spatial-Temporal Trajectories.
Advanced-data-analysis-2021Spring
Assignment 2
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
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。
Trajectory-Paper-Collation
2019-2021 Trajectory Paper Collation
STFGNN
Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)
DeepMove
Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network
tptk
A Trajectory Preprocessing Toolkit in Python
STSGCN
AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting