Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
☆102Mar 2, 2026Updated 2 weeks ago
Alternatives and similar repositories for ExtremeWeatherBench
Users that are interested in ExtremeWeatherBench are comparing it to the libraries listed below
Sorting:
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Dec 30, 2025Updated 2 months ago
- ☆15Mar 8, 2026Updated 2 weeks ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Apr 2, 2025Updated 11 months ago
- A modular framework for evaluating weather forecasts☆191Updated this week
- ☆65Oct 31, 2025Updated 4 months ago
- Official implementation of Score-based Data Assimilation☆88Jan 12, 2024Updated 2 years ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆117Mar 26, 2024Updated last year
- The repository of the WeatherGenerator project☆111Updated this week
- package useful for likelihood-based inference☆12Updated this week
- Uncertainty quantification for data-driven weather models.☆14Apr 9, 2025Updated 11 months ago
- A benchmark for the next generation of data-driven global weather models.☆591Jan 16, 2026Updated 2 months ago
- Tool for writing large xarray datasets to zarr stores with independent processes☆31Nov 24, 2025Updated 3 months ago
- Lazily open petabyte-scale GRIB datasets consisting of trillions of GRIB messages from xarray☆46Mar 31, 2025Updated 11 months ago
- ☆49Jan 9, 2025Updated last year
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆141May 10, 2025Updated 10 months ago
- Xarray extension for unstructured climate and global weather data analysis and visualization.☆211Updated this week
- Read GRIB files with Rust☆64Updated this week
- Distributed Xarray with Apache Beam☆166Jan 14, 2026Updated 2 months ago
- A survey of use cases and current data schemas for vector embeddings in geoparquet☆25Jun 12, 2024Updated last year
- A 0D, adiabatic cloud parcel model for studying aerosol activation.☆28Sep 16, 2025Updated 6 months ago
- Python library for building Pangeo Forge recipes.☆134Mar 2, 2026Updated 2 weeks ago
- Save multichannel data from xarray datasets as videos to save up massive amounts of space☆99Jul 4, 2025Updated 8 months ago
- ☆24Feb 5, 2026Updated last month
- scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.☆208Updated this week
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆455Updated this week
- Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF …☆716Mar 15, 2026Updated last week
- Spatial Mixture-of-Experts☆21Nov 29, 2022Updated 3 years ago
- Climate Extremes Timeseries Analysis☆13Aug 26, 2022Updated 3 years ago
- Fast and scalable indexing of grids☆12Updated this week
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆14Aug 18, 2022Updated 3 years ago
- Open-source, cloud-native transactional tensor storage engine☆600Updated this week
- A place to submit pangeo-forge recipes before they become fully fledged pangeo-forge feedstocks☆39Mar 2, 2026Updated 2 weeks ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆286Updated this week
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆30Jul 9, 2025Updated 8 months ago
- ML Datasets Catalog☆60Jul 16, 2023Updated 2 years ago
- Lightweight library for probabilistic forecast evaluation and optimization.☆87Mar 13, 2026Updated last week
- interactive multi-dimensional data-driven web maps☆237Oct 31, 2025Updated 4 months ago
- NeuralGCM's differentiable dycore☆319Mar 2, 2026Updated 2 weeks ago
- Stats, linear algebra and einops for xarray☆66Feb 19, 2026Updated last month