About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, 2023. https://www.nature.com/articles/s42256-023-00667-9
☆190Jan 3, 2025Updated last year
Alternatives and similar repositories for Corrformer
Users that are interested in Corrformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43May 2, 2024Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆25May 12, 2023Updated 2 years ago
- ☆50Aug 5, 2025Updated 7 months ago
- ☆11Jul 15, 2024Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- The open-source solutions of FourCastNet and GraphCast☆377Apr 18, 2023Updated 2 years ago
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆128Feb 11, 2023Updated 3 years ago
- PyTorch implementation of AirFormer, AAAI-23☆161Dec 29, 2022Updated 3 years ago
- A benchmark dataset for data-driven weather forecasting☆815Dec 8, 2023Updated 2 years ago
- Official implementation of Earthformer☆440Jul 16, 2023Updated 2 years ago
- Initial public release of code, data, and model weights for FourCastNet☆657Oct 2, 2023Updated 2 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆151Oct 17, 2025Updated 5 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆81Apr 10, 2025Updated 11 months ago
- ☆18Sep 4, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15May 3, 2025Updated 10 months ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,436Feb 28, 2025Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆41Apr 2, 2025Updated 11 months ago
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,077Mar 1, 2026Updated 3 weeks ago
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,100Jan 29, 2026Updated last month
- 基于塔顶摄像头的能见度反算项目☆16Feb 22, 2024Updated 2 years ago
- Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305…☆239Jul 1, 2024Updated last year
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆209Mar 1, 2022Updated 4 years ago
- An official implementation of Pangu-Weather☆1,324Jan 12, 2024Updated 2 years ago
- 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.
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆259Jul 22, 2025Updated 8 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆95Apr 17, 2025Updated 11 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆88Jan 30, 2026Updated last month
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆91Dec 19, 2024Updated last year
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆237Nov 16, 2023Updated 2 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆522Nov 4, 2023Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆178Dec 16, 2024Updated last year
- Integrating Large Weather Models with Data Assimilation☆22Jun 2, 2024Updated last year
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28May 15, 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.
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,489Aug 12, 2024Updated last year
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆13Mar 25, 2024Updated 2 years ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆95Sep 11, 2024Updated last year
- About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…☆1,051Apr 2, 2024Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆121Mar 18, 2025Updated last year
- ☆40Jun 29, 2025Updated 8 months ago
- ☆47Dec 16, 2023Updated 2 years ago