ChengqingYu / MTS_datasetLinks
This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.
☆10Updated last year
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 2 months ago
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆18Updated 2 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆32Updated last year
- Time Series Forecasting with Dynamic Graph Modeling☆11Updated 4 months ago
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆27Updated 10 months ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆14Updated 3 weeks ago
- ☆29Updated last year
- ☆8Updated 9 months ago
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆24Updated 10 months ago
- ☆25Updated 2 years ago
- ☆15Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆17Updated 2 months ago
- ☆13Updated 5 months ago
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Updated 4 years ago
- HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction☆10Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆56Updated 10 months ago
- ☆14Updated 3 years ago
- ☆11Updated 8 months ago
- ☆15Updated 5 months ago
- ☆15Updated 2 years ago
- ☆60Updated 5 months ago
- ☆45Updated last year
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆92Updated 10 months ago
- ☆9Updated 2 years ago
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆46Updated 2 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆22Updated last month
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆37Updated last month
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆12Updated last year
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆15Updated 2 years ago
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆57Updated 2 years ago