Alternatives and similar repositories for MSG

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

• UConn-DSIS / Survey-of-Continual-Learning-on-Graphs
  Official website for "Continual Learning on Graphs: Challenges, Solutions, and Opportunities"
  ☆51Updated last year
• EdisonLeeeee / SpikeNet
  [AAAI 2023] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks
  ☆74Updated 2 years ago
• mllm-ts / Awesome-Multimodal-LLMs-Time-Series
  A curated list of papers in the intersection of multimodal LLMs and time series analysis. https://mllm-ts.github.io/paper/MLLMTS_Survey.p…
  ☆42Updated last month
• GitZH-Chen / Awesome-Riemannian-Deep-Learning
  This repo contains papers, books, tutorials and resources on Riemannian deep learning.
  ☆29Updated 2 months ago
• EdisonLeeeee / SpikeGCL
  [ICLR 2024] Official implementation of Spiking Graph Contrastive Learning (0️⃣1️⃣ SpikeGCL)
  ☆30Updated last year
• Ryanfzhang / GraphKan
  Implementation of GraphKan with torch geometrics and its application on signal classification
  ☆66Updated last year
• VITA-Group / ViHGNN
  [ICCV2023] "Vision HGNN: An Image is More than a Graph of Nodes" by Yan Han, Peihao Wang, Souvik Kundu, Ying Ding, and Zhangyang Wang
  ☆57Updated 4 months ago
• bowang-lab / Graph-Mamba
  Graph-Mamba: Towards Long-Range Graph Sequence Modelling with Selective State Spaces
  ☆314Updated last year
• microsoft / SeqSNN
  ☆73Updated 4 months ago
• Mingyue-Cheng / InstructTime
  ☆21Updated last week
• XiongxiaoXu / SST
  The code of the CIKM'25 paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting"
  ☆180Updated last month
• icm1018 / GEAET
  ☆36Updated 6 months ago
• qianlima-lab / TS-TFC
  This is an official pytorch implementation for paper "Temporal-Frequency Co-training for Time Series Semi-supervised Learning" (AAAI-23)…
  ☆16Updated last year
• aikunyi / MedGNN
  Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".
  ☆22Updated 8 months ago
• tsinghua-fib-lab / GPD
  The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…
  ☆58Updated last year
• NeuroAIHub / NetFormer
  ☆12Updated 8 months ago
• stanliu96 / RATD
  Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"
  ☆78Updated 11 months ago
• GraphMamba / GMN
  ☆121Updated last year
• haonan-yuan / DG-Mamba
  This repository is the official implementation of "DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State S…
  ☆17Updated 6 months ago
• mims-harvard / TimeX
  Time series explainability via self-supervised model behavior consistency
  ☆52Updated last year
• Graph-and-Geometric-Learning / hyperbolic-transformer
  ☆34Updated 2 months ago
• Leopold2333 / Bi-Mamba4TS
  ☆77Updated 7 months ago
• archon159 / RAFT
  Retrieval-Augmented Forecasting of Time-series
  ☆27Updated 5 months ago
• ChenxiLiu-HNU / TimeCMA
  [AAAI 2025] Official implementation of "TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment"
  ☆119Updated 3 months ago
• HKUDS / FlashST
  [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
  ☆86Updated last year
• LiuChuang0059 / StructMAE
  Code for IJCAI'24 paper: Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders
  ☆12Updated last year
• DL4mHealth / COMET
  [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series
  ☆75Updated last year
• runze1223 / Fourier-Basis-Mapping
  ☆14Updated 2 months ago
• EdisonLeeeee / GraphSSM
  [NeurIPS 2024] State Space Models on Temporal Graphs: A First-Principles Study
  ☆15Updated 9 months ago
• hedongxiao-tju / SGRL
  Official PyTorch implementation of SGRL in 'Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering' …
  ☆26Updated 9 months ago