ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
☆204Dec 12, 2024Updated last year
Alternatives and similar repositories for ST-SSL
Users that are interested in ST-SSL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆34Jan 15, 2024Updated 2 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆298Oct 13, 2023Updated 2 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆38Sep 2, 2025Updated 9 months ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆42Sep 4, 2022Updated 3 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆200Aug 1, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆146Dec 23, 2023Updated 2 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆100Sep 2, 2025Updated 9 months ago
- ☆40Mar 28, 2022Updated 4 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆79Sep 4, 2024Updated last year
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆332May 24, 2021Updated 5 years ago
- ☆29May 16, 2023Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆745Jul 13, 2021Updated 4 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆12Sep 6, 2023Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆118Mar 18, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,207Aug 7, 2024Updated last year
- Display of data sets and core code in STCGCN☆29Nov 16, 2022Updated 3 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆235Nov 15, 2025Updated 6 months ago
- ☆73Nov 19, 2022Updated 3 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆231Jan 26, 2021Updated 5 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- ☆15Aug 21, 2023Updated 2 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆285Nov 1, 2023Updated 2 years ago
- [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"☆15Sep 27, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.☆30May 6, 2025Updated last year
- Adaptive Graph Convolutional Recurrent Network☆439Feb 23, 2024Updated 2 years ago
- graph wavenet☆802Mar 14, 2022Updated 4 years ago
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆15Jul 3, 2025Updated 11 months ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆454Feb 4, 2020Updated 6 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆175Nov 2, 2023Updated 2 years ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆1,131Dec 18, 2024Updated last year
- Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction☆20Apr 30, 2023Updated 3 years ago
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆533Apr 12, 2022Updated 4 years ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆276Oct 16, 2023Updated 2 years ago
- STGM: Spatio-Temporal Graph Mixformer for Traffic Forecasting☆102Oct 15, 2023Updated 2 years ago
- ☆50May 24, 2022Updated 4 years ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆15Jan 26, 2026Updated 4 months ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆70Aug 13, 2024Updated last year
- The official code for "Spatial temporal transformer networks for traffic flow forecasting"☆113Nov 17, 2021Updated 4 years ago