Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.
☆256Jan 28, 2026Updated 7 months ago
Alternatives and similar repositories for earth2mip
Users that are interested in earth2mip are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Run AI-based weather forecasting models with ECMWF data☆586Aug 6, 2026Updated 3 weeks ago
- A benchmark for the next generation of data-driven global weather models.☆633Aug 1, 2026Updated last month
- Hybrid ML + physics model of the Earth's atmosphere☆1,010Jul 14, 2026Updated last month
- Initial public release of code, data, and model weights for FourCastNet☆697Oct 2, 2023Updated 2 years ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆118Mar 26, 2024Updated 2 years 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.
- Massively parallel training of machine-learning based weather and climate models☆397Updated this week
- NeuralGCM's differentiable dycore☆333Updated this week
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆499Aug 6, 2026Updated 3 weeks ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆304Aug 24, 2026Updated last week
- A generative foundation model for the kilometer-scale atmosphere☆109Aug 6, 2026Updated 3 weeks ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆1,110Updated this week
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆240Updated this week
- Foundation model for weather & climate☆708Sep 30, 2023Updated 2 years ago
- Batch generation from xarray datasets☆195Jul 6, 2026Updated last month
- 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.
- Simple examples of data pipelines from xarray to ML training☆22Dec 19, 2019Updated 6 years ago
- ☆19Feb 13, 2024Updated 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
- GCM Physics written in JAX☆105Updated this week
- ☆53Feb 28, 2026Updated 6 months ago
- ☆50Dec 19, 2024Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆48Apr 2, 2025Updated last year
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆242Nov 16, 2023Updated 2 years ago
- An official implementation of Pangu-Weather☆1,390Jan 12, 2024Updated 2 years 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.
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆46May 20, 2024Updated 2 years ago
- ☆17Jan 2, 2024Updated 2 years ago
- A modular framework for evaluating weather forecasts☆241Updated this week
- Differentiable signal processing on the sphere for PyTorch☆696Updated this week
- A cascade machine learning forecasting system for 15-day global weather forecast☆186Jun 18, 2026Updated 2 months ago
- ☆73Feb 13, 2024Updated 2 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- ☆67Jul 8, 2026Updated last month
- Lazily open petabyte-scale GRIB datasets consisting of trillions of GRIB messages from xarray☆46Mar 31, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Deep learning models for global weather prediction on a cubed sphere☆96Oct 3, 2020Updated 5 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆13Aug 18, 2022Updated 4 years ago
- MVP for opening xarray datasets from cloud zarr stores in a single thread with asyncio loops☆23Aug 6, 2023Updated 3 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆290Aug 24, 2026Updated last week
- Building a Zarr data cube using serverless cloud compute☆56Sep 2, 2025Updated last year
- Distributed Xarray with Apache Beam☆170Aug 6, 2026Updated 3 weeks ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆164Feb 3, 2025Updated last year