[IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
☆253Mar 9, 2026Updated 2 weeks ago
Alternatives and similar repositories for STD-MAE
Users that are interested in STD-MAE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆218Nov 15, 2025Updated 4 months ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆33Sep 2, 2025Updated 6 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆75Sep 4, 2024Updated last year
- My personal PyTorch framework for multivariate time series forecasting.☆100Mar 10, 2026Updated 2 weeks ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆67Aug 13, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆29Apr 27, 2025Updated 11 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆98Sep 2, 2025Updated 6 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆111Mar 18, 2025Updated last year
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- Official implementation for the IJCAI'24 paper: SDformer☆31Mar 6, 2025Updated last year
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆25Sep 2, 2025Updated 6 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆142Dec 23, 2023Updated 2 years ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,724Dec 23, 2025Updated 3 months ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated 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.
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆287Oct 13, 2023Updated 2 years ago
- ☆24Aug 3, 2024Updated last year
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Jan 26, 2026Updated 2 months ago
- ☆11Apr 10, 2025Updated 11 months ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆95Sep 2, 2024Updated last year
- ☆13Mar 12, 2025Updated last year
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆92May 13, 2025Updated 10 months ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆275Nov 1, 2023Updated 2 years ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆132Jul 15, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆31Oct 18, 2024Updated last year
- STGM: Spatio-Temporal Graph Mixformer for Traffic Forecasting☆102Oct 15, 2023Updated 2 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆81Nov 30, 2025Updated 3 months ago
- LCDFormer☆11Mar 27, 2024Updated 2 years ago
- Adaptive Graph Convolutional Recurrent Network☆420Feb 23, 2024Updated 2 years ago
- ☆29May 16, 2023Updated 2 years ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆215Jan 9, 2025Updated last year
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆30Sep 27, 2024Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆447Feb 4, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆98Dec 29, 2024Updated last year
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆26Jan 27, 2026Updated 2 months ago
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Apr 16, 2024Updated last year
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆329May 24, 2021Updated 4 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆42Sep 2, 2025Updated 6 months ago
- Official Implementation of STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model.☆223May 25, 2024Updated last year
- The code for TFPS☆64Nov 8, 2024Updated last year