ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
☆28Mar 17, 2026Updated last month
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☆89Jan 30, 2026Updated 3 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆44Apr 2, 2025Updated last year
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆22Apr 22, 2025Updated last year
- [NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling☆194Feb 4, 2025Updated last year
- Code for running experiments and benchmarking on GNNExplainer: Generating Explanations for Graph Neural Networks☆15May 8, 2021Updated 4 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.
- Integrating Large Weather Models with Data Assimilation☆23Jun 2, 2024Updated last year
- Tooling for creating, visualising and storing data-driven weather-model graphs☆31Mar 24, 2026Updated last month
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆123Mar 18, 2025Updated last year
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆10Jan 24, 2026Updated 3 months 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.☆94Oct 19, 2024Updated last year
- [Science Advances] Data-driven Global Ocean Modeling for Seasonal to Decadal Prediction☆22Sep 9, 2025Updated 7 months ago
- ☆50Mar 13, 2025Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43May 2, 2024Updated 2 years ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆240Nov 16, 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.
- A generative foundation model for the kilometer-scale atmosphere☆98Updated this week
- Implementation of MlpMixer model, Original paper: MLP-Mixer: An all-MLP Architecture for Vision☆21May 7, 2021Updated 4 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆153Oct 17, 2025Updated 6 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆291Apr 27, 2026Updated last week
- Official implementation of Score-based Data Assimilation☆90Jan 12, 2024Updated 2 years ago
- Some thoughts about writing scientific papers☆22Nov 8, 2024Updated last year
- ☆12Dec 19, 2023Updated 2 years ago
- ☆22May 20, 2025Updated 11 months ago
- The open-source solutions of FourCastNet and GraphCast☆378Apr 18, 2023Updated 3 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.
- 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
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆36Jun 25, 2025Updated 10 months ago
- Implementation of the Aurora model for Earth system forecasting☆883Nov 20, 2025Updated 5 months ago
- ☆22Mar 13, 2025Updated last year
- ☆32Jun 11, 2024Updated last year
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- Official implementation of Earthformer☆452Jul 16, 2023Updated 2 years ago
- An implementation of AutoScale regression-based method☆12Oct 27, 2020Updated 5 years ago
- Using Deep-Learning to do surface wave tomography☆21Feb 27, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Latent diffusion for generative precipitation nowcasting☆143Jul 10, 2023Updated 2 years ago
- [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation☆14Mar 4, 2025Updated last year
- ☆62Oct 29, 2024Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆168Dec 20, 2023Updated 2 years ago
- OceanBench - SSH edition☆22Feb 5, 2024Updated 2 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆124Sep 18, 2025Updated 7 months ago
- ☆42Jun 29, 2025Updated 10 months ago