Alternatives and similar repositories for grin

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

• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆88Updated 3 years ago
• Graph-Machine-Learning-Group / spin
  Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…
  ☆62Updated 2 years ago
• aikunyi / FourierGNN
  Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"
  ☆241Updated last year
• chaoshangcs / GTS
  Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.
  ☆179Updated 4 years ago
• Kaimaoge / IGNNK
  ☆125Updated 2 years ago
• TorchSpatiotemporal / tsl
  tsl: a PyTorch library for processing spatiotemporal data.
  ☆363Updated 2 months ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆125Updated 3 years ago
• jeongwhanchoi / STG-NCDE
  "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022
  ☆163Updated last year
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆139Updated 2 years ago
• gengdd / Awesome-Time-Series-Spatio-Temporal
  Awesome Time-Series and Spatio-Temporal Related
  ☆111Updated 2 years ago
• LMZZML / PriSTI
  ☆92Updated 2 years ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆213Updated 2 months ago
• Graph-Machine-Learning-Group / sgp
  Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
  ☆50Updated 2 years ago
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆100Updated 2 months ago
• microsoft / StemGNN
  Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting
  ☆593Updated last year
• swsamleo / MLSTGCN
  Graph Neural Network
  ☆76Updated last year
• sshleifer / Graph-WaveNet
  Modifications to Graph Wavenet
  ☆110Updated 6 years ago
• LeiBAI / AGCRN
  Adaptive Graph Convolutional Recurrent Network
  ☆416Updated last year
• VincLee8188 / GMAN-PyTorch
  Implementation of Graph Muti-Attention Network with PyTorch
  ☆174Updated 2 years ago
• JLDeng / ST-Norm
  [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"
  ☆64Updated last year
• reml-lab / mTAN
  Code for "Multi-Time Attention Networks for Irregularly Sampled Time Series", ICLR 2021.
  ☆138Updated 4 years ago
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆83Updated last year
• WeizhuQIAN / DeepSTUQ_Pytorch
  ☆11Updated last year
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆155Updated 3 years ago
• LiuZH-19 / ESG
  PyTorch implementation of ESG
  ☆96Updated 2 years ago
• andreacini / higp
  Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)
  ☆23Updated last year
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆196Updated last year
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆190Updated 3 years ago
• mims-harvard / Raindrop
  Graph Neural Networks for Irregular Time Series
  ☆214Updated 3 years ago
• boreshkinai / fc-gaga
  ☆67Updated 4 years ago