PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
☆2,982Sep 18, 2025Updated 8 months ago
Alternatives and similar repositories for pytorch_geometric_temporal
Users that are interested in pytorch_geometric_temporal are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TGN: Temporal Graph Networks☆1,186May 28, 2024Updated 2 years ago
- Graph Neural Network Library for PyTorch☆23,781May 18, 2026Updated last week
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,762Sep 1, 2025Updated 8 months ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,274Jul 31, 2025Updated 9 months ago
- tsl: a PyTorch library for processing spatiotemporal data.☆380Oct 17, 2025Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆926Jul 6, 2023Updated 2 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,206Aug 7, 2024Updated last year
- Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs☆617Oct 11, 2021Updated 4 years ago
- Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting☆606May 31, 2024Updated last year
- ☆345Jul 25, 2024Updated last year
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,417Dec 9, 2024Updated last year
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,089May 6, 2025Updated last year
- Adaptive Graph Convolutional Recurrent Network☆433Feb 23, 2024Updated 2 years ago
- Platform for designing and evaluating Graph Neural Networks (GNN)☆1,891Nov 10, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆742Jul 13, 2021Updated 4 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆549Jul 17, 2024Updated last year
- A library for graph deep learning research☆2,001Jul 15, 2024Updated last year
- Must-read papers on graph neural networks (GNN)☆16,781Dec 20, 2023Updated 2 years ago
- Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).☆709Jun 4, 2025Updated 11 months ago
- graph wavenet☆798Mar 14, 2022Updated 4 years ago
- Time series forecasting with PyTorch☆4,900May 19, 2026Updated last week
- [IJCAI'18] Spatio-Temporal Graph Convolutional Networks☆1,221Apr 29, 2024Updated 2 years ago
- links to conference publications in graph-based deep learning☆5,067Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Representation learning on dynamic graphs using self-attention networks☆313Mar 24, 2023Updated 3 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,658Jun 22, 2023Updated 2 years ago
- ☆218Dec 25, 2023Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,725Feb 2, 2024Updated 2 years ago
- StellarGraph - Machine Learning on Graphs☆3,058Apr 10, 2024Updated 2 years ago
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,368Jun 14, 2024Updated last year
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆532Apr 12, 2022Updated 4 years ago
- The PyTorch implementation of STGCN.☆682Apr 2, 2025Updated last year
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆294Sep 28, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,066Updated this week
- Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph☆460Oct 29, 2023Updated 2 years ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,801Mar 18, 2023Updated 3 years ago
- Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)☆2,280Jul 17, 2024Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆453Feb 4, 2020Updated 6 years ago
- Python library assists deep learning on graphs☆570Nov 24, 2025Updated 6 months ago
- A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"☆422Jul 25, 2024Updated last year