Alternatives and similar repositories for MTS_dataset:

Users that are interested in MTS_dataset are comparing it to the libraries listed below

• ChengqingYu / MRIformer
  The main code of our proposed multi-resolution interactive transformer
  ☆11Updated last year
• ChengqingYu / GAT-Informer
  This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.
  ☆15Updated last year
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆24Updated 7 months ago
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆31Updated last year
• HCHHOH / DEC-Former
  ☆10Updated 5 months ago
• razvanc92 / triformer
  ☆25Updated 2 years ago
• dyu62 / multisource-spatial-point-prediction
  ☆8Updated 6 months ago
• huangsiyuan924 / MEAformer
  MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting
  ☆12Updated 11 months ago
• zhkai / MTSF-DG
  Time Series Forecasting with Dynamic Graph Modeling
  ☆9Updated last month
• alipay / RGSL
  ☆43Updated 2 years ago
• beginner-sketch / MoSSL
  [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"
  ☆11Updated 6 months ago
• gorgen2020 / DVGNN
  ☆25Updated last year
• LRQ577 / FAITH
  Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"
  ☆10Updated 9 months ago
• Neoyanghc / HiGRN
  HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction
  ☆10Updated last year
• idea-iitd / Frigate
  ☆15Updated last year
• zyplanet / TPGNN
  ☆28Updated 10 months ago
• louisechen520 / Bi-STAT
  ☆25Updated last year
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆50Updated 7 months ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆87Updated last month
• Water2sea / WITRAN
  Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…
  ☆34Updated last year
• wengwenchao123 / PM-DMNet
  Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
  ☆16Updated last week
• zhangxjohn / Reversible-Instance-Normalization
  Implementation of RevIN is based on TF2.Keras and PyTorch.
  ☆26Updated last year
• AprLie / TrafficStream
  ☆47Updated 2 years ago
• usail-hkust / ASeer
  The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…
  ☆18Updated 7 months ago
• trainingl / AFDGCN
  Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.
  ☆16Updated 11 months ago
• Levi-Ackman / ReFocus
  Code For Paper "ReFocus: Reinforcing Mid-Frequency and Key-Frequency Extraction for Multivariate Time Series Forecasting"
  ☆13Updated last month
• tongnie / C-LoRA
  CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting
  ☆17Updated 10 months ago
• Graph-Machine-Learning-Group / spin
  Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…
  ☆56Updated last year
• JLDeng / SCNN
  [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…
  ☆27Updated 9 months ago
• syrGitHub / HCAN
  ☆23Updated 3 months ago