Source code for ClimateLearn
☆353Mar 16, 2024Updated last year
Alternatives and similar repositories for climate-learn
Users that are interested in climate-learn are comparing it to the libraries listed below
Sorting:
- A benchmark for the next generation of data-driven global weather models.☆592Jan 16, 2026Updated last month
- Foundation model for weather & climate☆681Sep 30, 2023Updated 2 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆284Feb 23, 2026Updated last week
- ☆111Apr 23, 2024Updated last year
- Run AI-based weather forecasting models with ECMWF data☆556Dec 17, 2025Updated 2 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆160Feb 3, 2025Updated last year
- A benchmark dataset for data-driven weather forecasting☆813Dec 8, 2023Updated 2 years ago
- ☆75Mar 17, 2025Updated 11 months ago
- Official implementation of Earthformer☆439Jul 16, 2023Updated 2 years ago
- ☆37Sep 12, 2025Updated 5 months ago
- Python package for easy access to weather and climate data☆385Nov 13, 2024Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆18Feb 23, 2026Updated last week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆117Mar 26, 2024Updated last year
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆448Feb 26, 2026Updated last week
- Initial public release of code, data, and model weights for FourCastNet☆656Oct 2, 2023Updated 2 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆118Mar 18, 2025Updated 11 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Mar 24, 2023Updated 2 years ago
- ☆19Mar 13, 2025Updated 11 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆95Feb 25, 2025Updated last year
- Massively parallel training of machine-learning based weather and climate models☆361Feb 25, 2026Updated last week
- ☆41Oct 21, 2021Updated 4 years ago
- Statistical climate downscaling in Python☆194Jan 5, 2026Updated 2 months ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆341Jun 23, 2025Updated 8 months ago
- Analysis ready CMIP6 data in python the easy way with pangeo tools.☆203Jan 5, 2026Updated 2 months ago
- Hybrid ML + physics model of the Earth's atmosphere☆951Updated this week
- NeuralGCM's differentiable dycore☆317Feb 27, 2026Updated last week
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆38Sep 13, 2023Updated 2 years ago
- Diffusion for climate downscaling☆83Jun 28, 2024Updated last year
- 🌍 A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others☆54Jan 30, 2026Updated last month
- ☆13Mar 10, 2022Updated 3 years ago
- Statistical tests on xarray objects☆14Nov 24, 2025Updated 3 months ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆192Updated this week
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆280Feb 3, 2025Updated last year
- A modular framework for evaluating weather forecasts☆185Feb 27, 2026Updated last week
- This repository contains scripts for Python Module for Climate Data Analysis and Visualization, which is under development. The module pe…☆19Apr 14, 2025Updated 10 months ago
- Climate downscaling using CMIP6 data☆205Jan 5, 2026Updated 2 months ago
- Latent diffusion for generative precipitation nowcasting☆140Jul 10, 2023Updated 2 years ago
- A simple way of creating movies from xarray objects☆257Feb 23, 2026Updated last week
- A Python package for Earth forecasting transformer☆91Jul 20, 2024Updated last year