decisionintelligence / MTSF-DG

Related projects ⓘ

Alternatives and complementary repositories for MTSF-DG

• idea-iitd / Frigate
  ☆16Updated last year
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆17Updated 2 months ago
• ant-research / RGSL
  ☆44Updated 2 years ago
• gorgen2020 / DVGNN
  ☆19Updated last year
• razvanc92 / triformer
  ☆24Updated 2 years ago
• louisechen520 / Bi-STAT
  ☆23Updated last year
• ZhuoLinLi-shu / SDGL
  The official implementation of SDGL
  ☆30Updated 3 months ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆34Updated 2 months ago
• yuyolshin / PGCN
  ☆10Updated last year
• QiweiMa-LL / STAGCN
  A novel spatio-temporal adaptive graph convolutional network model (STAGCN) based on deep learning
  ☆20Updated 2 years ago
• stonetre / LPGNN
  Code for the paper "Multivariate Time Series Prediction of Complex Systems Based on Graph Neural Networks with Location Embedding Graph S…
  ☆25Updated 2 years ago
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆74Updated 2 years ago
• RongfanLi98 / SPGCL
  SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning
  ☆14Updated last year
• Bounger2 / ST-CGCN
  Display of data sets and core code in STCGCN
  ☆19Updated 2 years ago
• alvinzhaowei / GAMCN
  This is an implementation of a traffic speed predicition model.
  ☆10Updated 2 years ago
• Frank-Wang-oss / TS-GAC
  ☆26Updated 10 months ago
• zyplanet / TPGNN
  ☆24Updated 5 months ago
• trainingl / AFDGCN
  Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.
  ☆11Updated 7 months ago
• EternityZY / STNSCM
  This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"
  ☆34Updated last year
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆26Updated last year
• JIANGYUE61610306 / SAGDFN
  This is the PyTorch official implementation of SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Ser…
  ☆15Updated 11 months ago
• deepkashiwa20 / Urban_Concept_Drift
  [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
  ☆20Updated last year
• GestaltCogTeam / GinAR
  Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing
  ☆22Updated 4 months ago
• RRRussell / MTPool
  ☆12Updated 2 years ago
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆40Updated 2 years ago
• YoZhibo / ForecastGrapher
  ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks
  ☆20Updated 5 months ago
• AI4CTS / lightcts
  ☆35Updated 4 months ago
• ForestsKing / D3R
  PyTorch implementation of "Drift doesn't Matter: Dynamic Decomposition with Dffusion Reconstruction for Unstable Multivariate Time Series…
  ☆39Updated last week
• DAMO-DI-ML / KDD2022-Quatformer
  Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting
  ☆28Updated last year
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆74Updated 7 months ago