wengwenchao123

XTraffic

PreSTNet

Source Code the PreSTNet

ShiArthur03

Neural-Flood-Forecasting

STG-Mamba

Official Implementation of STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model.

MSTGAN-airquality-prediction

DCST

This is the official code release of the following paper: Yicheng Zhou et al., Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction.

katagcn

A Time-aware and Knowledge-augmented GCN for Traffic forecasting

DCRNN_PyTorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

TESTAM

Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts

ARLib

An open-source framework for conducting data poisoning attacks on recommendation systems, designed to assist researchers and practitioners.

FreDF

Repository for "FreDF: Learning to Forecast in the Transformed Domain"

SINPA

FlashST

[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"

traffic_prediction

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

HimNet

[KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".

FCSTGNN

FCDNet

MoSSL

[IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"

STM-MAE

BGAGCN-MT

LSTTN

para-atm-collection

PARA-ATM Research Collection

Mamba-Weather-Timeseries

Comparing a Mamba model to a LSTM model for weather prediction timeseries data.

GSABT

The code for "Multimodal Joint Prediction of Traffic Spatial-Temporal Data with Graph Sparse Attention Mechanism and Bidirectional Temporal Convolutional Network"

Ranger21

Ranger deep learning optimizer rewrite to use newest components

STAMT

TimeMachine

TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting

LGAmodel

MultiSPANS

The code of MultiSPANS.