PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.
☆375Nov 7, 2024Updated last year
Alternatives and similar repositories for PaddleSpatial
Users that are interested in PaddleSpatial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022☆66Feb 25, 2023Updated 3 years ago
- KDDCUP2022 WPF Competition☆11Aug 5, 2022Updated 3 years ago
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,369Jun 14, 2024Updated last year
- 3rd Place Solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting☆151Sep 21, 2023Updated 2 years ago
- ☆19Jun 15, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆73Feb 8, 2024Updated 2 years ago
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆238Mar 22, 2023Updated 3 years ago
- KDD Cup 2022 spatial dynamic wind power forecast challenge solution.☆105Oct 10, 2022Updated 3 years ago
- Community Implementation of *Temporal Latent Auto-Encoder* as described in [Temporal Latent Auto-Encoder: A Method for Probabilistic Mult…☆15Jun 9, 2022Updated 3 years ago
- ☆925Jul 6, 2023Updated 2 years ago
- PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)☆365May 1, 2025Updated last year
- ☆29Mar 16, 2023Updated 3 years ago
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆427Dec 10, 2023Updated 2 years ago
- Wind Power Forecasting using Machine Learning techniques.☆36Mar 25, 2023Updated 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.
- The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…☆668Jul 12, 2023Updated 2 years ago
- KDD 2022☆10Nov 21, 2024Updated last year
- Code for *ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models*☆87Feb 4, 2025Updated last year
- Codes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"☆452Mar 14, 2024Updated 2 years ago
- contribution works with PaddlePaddle from the third party developers☆19Nov 30, 2022Updated 3 years ago
- KDDCUP2022 Spatial Dynamic Wind Power Forecasting Paddle Track Sixth Place Solution☆23Sep 5, 2022Updated 3 years ago
- ☆20May 22, 2023Updated 2 years ago
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,567Aug 12, 2024Updated last year
- ☆136Feb 7, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆308May 10, 2024Updated 2 years ago
- ☆96Oct 31, 2022Updated 3 years ago
- ☆17Jan 22, 2025Updated last year
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,461Jan 27, 2024Updated 2 years ago
- ☆10Feb 21, 2023Updated 3 years ago
- ☆24Aug 2, 2022Updated 3 years ago
- upgrade paddle-1.x to paddle-2.0☆12Mar 9, 2021Updated 5 years ago
- Transformer based model for time series prediction☆132May 9, 2022Updated 4 years ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,456Feb 28, 2025Updated 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.
- Spatiotemporal Attention Networks for Wind Power Forecasting☆79Sep 21, 2019Updated 6 years ago
- ☆18Jan 31, 2022Updated 4 years ago
- A diffusion-based framework for spatio-temporal point processes☆77Mar 25, 2024Updated 2 years ago
- Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'☆335May 24, 2025Updated 11 months ago
- ☆797Aug 16, 2023Updated 2 years ago
- Implementation of Denoising Diffusion Probabilistic Models in PaddlePaddle☆10Mar 19, 2021Updated 5 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆174Nov 2, 2023Updated 2 years ago