ChengqingYu / MTS_datasetLinks
This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.
☆10Updated 2 years ago
Alternatives and similar repositories for MTS_dataset
Users that are interested in MTS_dataset are comparing it to the libraries listed below
Sorting:
- The main code of our proposed multi-resolution interactive transformer☆11Updated 5 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆33Updated 2 years ago
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆19Updated 5 months ago
- Time Series Forecasting with Dynamic Graph Modeling☆14Updated 2 months ago
- ☆25Updated 3 years ago
- ☆15Updated 2 years ago
- ☆13Updated 9 months ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆17Updated 4 months ago
- Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'☆11Updated last year
- This is an official repository for "Harnessing Vision Models for Time Series Analysis: A Survey".☆48Updated 2 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆65Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15Updated 5 months ago
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆16Updated 2 years ago
- The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".☆19Updated 3 years ago
- ☆31Updated last year
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆31Updated last year
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆15Updated 7 months ago
- ☆73Updated 8 months ago
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Updated 4 years ago
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆29Updated last year
- ☆44Updated 3 years ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆31Updated last year
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆28Updated last year
- ☆27Updated 11 months ago
- ☆15Updated 3 years ago
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆14Updated 7 months ago
- ☆90Updated 2 years ago
- Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…☆36Updated last year
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆14Updated 3 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆63Updated 3 months ago