☆52Mar 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:
- Official implementation of OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time Scales☆20Nov 23, 2025Updated 8 months ago
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆21Feb 24, 2025Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated 4 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆45May 20, 2024Updated 2 years ago
- ☆24May 20, 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.
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆301Updated this week
- Uncertainty quantification for data-driven weather models.☆15Apr 9, 2025Updated last year
- A benchmark for the next generation of data-driven global weather models.☆627Jul 8, 2026Updated 2 weeks ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆257Jul 15, 2025Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆1,002Jul 14, 2026Updated last week
- ☆43Jun 29, 2025Updated last year
- Official implementation of Score-based Data Assimilation☆91Jan 12, 2024Updated 2 years ago
- 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☆18Oct 22, 2024Updated last year
- 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.
- ☆24Nov 24, 2024Updated last year
- Tutorials for missions conducted by the Atmospheric Science Data Center (ASDC)☆51Jul 6, 2026Updated 2 weeks ago
- ☆23May 26, 2026Updated 2 months ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆25Apr 22, 2025Updated last year
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆213Jul 3, 2026Updated 3 weeks ago
- Source code for ClimateLearn☆354Mar 16, 2024Updated 2 years ago
- A benchmark dataset for data-driven weather forecasting☆832Dec 8, 2023Updated 2 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆39May 13, 2026Updated 2 months ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆11Jan 24, 2026Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The ecosystem of geospatial machine learning tools in the Pangeo world.☆12Mar 17, 2025Updated last year
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆39Dec 5, 2025Updated 7 months ago
- Schema validation for Xarray objects☆45Jul 13, 2026Updated last week
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆98Oct 22, 2020Updated 5 years ago
- GCM Physics written in JAX☆103Updated this week
- [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation☆14Mar 4, 2025Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆126Mar 18, 2025Updated last year
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆237Oct 27, 2025Updated 8 months ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Mar 9, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Projection operator method for statistical data analysis☆10Mar 11, 2025Updated last year
- Implementation of the Aurora model for Earth system forecasting☆975Updated this week
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆27Dec 9, 2024Updated last year
- Meta-learning for climate sciences☆14Apr 14, 2024Updated 2 years ago
- Python package for dealing with large gridded datasets☆12Sep 6, 2024Updated last year
- This is the implementation of the paper A time–frequency collaborative network with endogenous–exogenous variable decoupling for enhanced…☆15Feb 8, 2026Updated 5 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆157Oct 17, 2025Updated 9 months ago