☆50Mar 13, 2025Updated last year
Alternatives and similar repositories for ChaosBench
Users that are interested in ChaosBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆19Feb 24, 2025Updated last year
- ☆81Mar 17, 2025Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated last month
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆45May 20, 2024Updated last year
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆34Dec 5, 2025Updated 5 months ago
- 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.
- Official implementation of Score-based Data Assimilation☆90Jan 12, 2024Updated 2 years ago
- Uncertainty quantification for data-driven weather models.☆15Apr 9, 2025Updated last year
- ☆20Jan 12, 2026Updated 3 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
- A collection of research papers on Diffusion Models for Weather Forecasting.☆250Jul 15, 2025Updated 9 months ago
- A benchmark for the next generation of data-driven global weather models.☆604Apr 22, 2026Updated 2 weeks ago
- ☆42Jun 29, 2025Updated 10 months ago
- ☆20Nov 24, 2024Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆968Updated this week
- 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.
- IowaRain is a rain event dataset for data driven modeling☆12Oct 31, 2022Updated 3 years ago
- NeurIPS'23: Energy Discrepancies: A Score-Independent Loss for Energy-Based Models☆17Oct 22, 2024Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆123Mar 18, 2025Updated last year
- Tutorials for missions conducted by the Atmospheric Science Data Center (ASDC)☆49Apr 23, 2026Updated last week
- Source code for ClimateLearn☆354Mar 16, 2024Updated 2 years ago
- Some thoughts about writing scientific papers☆22Nov 8, 2024Updated last year
- Data access package for the SubseasonalClimateUSA dataset☆39Nov 5, 2024Updated last year
- A benchmark dataset for data-driven weather forecasting☆825Dec 8, 2023Updated 2 years ago
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆38Apr 21, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The ecosystem of geospatial machine learning tools in the Pangeo world.☆12Mar 17, 2025Updated last year
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆97Oct 22, 2020Updated 5 years ago
- Schema validation for Xarray objects☆44Apr 27, 2026Updated last week
- GCM Physics written in JAX☆93Updated this week
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Mar 9, 2023Updated 3 years ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆10Jan 24, 2026Updated 3 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆272Apr 27, 2026Updated last week
- ☆17Jan 2, 2024Updated 2 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆153Oct 17, 2025Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆39Oct 16, 2024Updated last year
- Massively parallel training of machine-learning based weather and climate models☆376Apr 29, 2026Updated last week
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆22Apr 22, 2025Updated last year
- Differentiable signal processing on the sphere for PyTorch☆664Apr 29, 2026Updated last week
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆209Mar 1, 2026Updated 2 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆89Jan 30, 2026Updated 3 months ago
- ☆22May 20, 2025Updated 11 months ago