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 4 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆32Updated last year
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆19Updated 4 months ago
- Time Series Forecasting with Dynamic Graph Modeling☆14Updated last month
- ☆13Updated 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.☆28Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆16Updated 5 months ago
- KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…☆16Updated 3 months ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆30Updated last year
- ☆15Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆64Updated last year
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆17Updated 3 months ago
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆49Updated 2 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆26Updated last month
- ☆66Updated 7 months ago
- The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".☆19Updated 3 years ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆31Updated last year
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆17Updated 3 months ago
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆16Updated 2 years ago
- ☆18Updated 9 months ago
- ☆24Updated last year
- HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction☆12Updated last year
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆94Updated last year
- ☆25Updated 3 years ago
- ☆13Updated 2 months ago
- Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'☆11Updated last year
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆28Updated last year
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆101Updated 6 months ago