ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
☆28Mar 17, 2026Updated last week
Alternatives and similar repositories for ExtremeCast
Users that are interested in ExtremeCast are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆88Jan 30, 2026Updated last month
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆41Apr 2, 2025Updated 11 months ago
- Testing out Diffusion-based models for weather and PV forecasting☆18Mar 16, 2026Updated last week
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆22Apr 22, 2025Updated 11 months ago
- [NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling☆189Feb 4, 2025Updated last year
- Code for running experiments and benchmarking on GNNExplainer: Generating Explanations for Graph Neural Networks☆15May 8, 2021Updated 4 years ago
- Integrating Large Weather Models with Data Assimilation☆22Jun 2, 2024Updated last year
- Tooling for creating, visualising and storing data-driven weather-model graphs☆27Mar 9, 2026Updated 2 weeks ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆121Mar 18, 2025Updated last year
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- A large compression model for weather and climate data, which compresses a 400+ TB ERA5 dataset into a new 0.8 TB CRA5 dataset.☆90Oct 19, 2024Updated last year
- ☆47Mar 13, 2025Updated last year
- [Science Advances] Data-driven Global Ocean Modeling for Seasonal to Decadal Prediction☆22Sep 9, 2025Updated 6 months ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43May 2, 2024Updated last year
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆237Nov 16, 2023Updated 2 years ago
- A generative foundation model for the kilometer-scale atmosphere☆94Feb 25, 2026Updated 3 weeks ago
- Implementation of MlpMixer model, Original paper: MLP-Mixer: An all-MLP Architecture for Vision☆22May 7, 2021Updated 4 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆151Oct 17, 2025Updated 5 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆286Mar 16, 2026Updated last week
- Official implementation of Score-based Data Assimilation☆88Jan 12, 2024Updated 2 years ago
- Some thoughts about writing scientific papers☆21Nov 8, 2024Updated last year
- ☆12Dec 19, 2023Updated 2 years ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆36Jun 25, 2025Updated 9 months ago
- Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)☆27Oct 14, 2025Updated 5 months ago
- ☆18May 20, 2025Updated 10 months ago
- The open-source solutions of FourCastNet and GraphCast☆375Apr 18, 2023Updated 2 years ago
- Code for the paper "Density-based weighting for imbalanced regression". Contains an implementation for our imbalanced regression method a…☆32Jul 8, 2021Updated 4 years ago
- Implementation of the Aurora model for Earth system forecasting☆853Nov 20, 2025Updated 4 months ago
- ☆20Mar 13, 2025Updated last year
- ☆32Jun 11, 2024Updated last year
- Official implementation of Earthformer☆440Jul 16, 2023Updated 2 years ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- Latent diffusion for generative precipitation nowcasting☆141Jul 10, 2023Updated 2 years ago
- ☆61Oct 29, 2024Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆162Dec 20, 2023Updated 2 years ago
- OceanBench - SSH edition☆22Feb 5, 2024Updated 2 years ago
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆231Oct 27, 2025Updated 4 months ago
- ☆40Jun 29, 2025Updated 8 months ago
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆31Jul 7, 2024Updated last year