rebase-energy / awesome-weather-modelsView external linksLinks
π¦οΈ A catalogue and categorization of AI-based weather forecasting models.
β138May 10, 2025Updated 9 months ago
Alternatives and similar repositories for awesome-weather-models
Users that are interested in awesome-weather-models are comparing it to the libraries listed below
Sorting:
- π‘ A catalogue and categorization of open-source, Python-based energy models.β17May 10, 2025Updated 9 months ago
- π Represent energy systems as Python data classes for improved modularity and readabilityβ69Apr 7, 2025Updated 10 months ago
- β64Oct 31, 2025Updated 3 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!β116Mar 26, 2024Updated last year
- Datasets for Machine Learning weather forecasting modelsβ63Updated this week
- The public repo for the source code of WindBorne's WeatherMesh-3β20Oct 16, 2025Updated 4 months ago
- a collection of remote climate data accessed via intake cached to diskβ19Jan 5, 2026Updated last month
- β‘ Open-source Python framework for modelling sequential decision problems in the energy sectorβ64Apr 7, 2025Updated 10 months ago
- Retrieve mesonet weather data as Polars DataFrames from Synoptic's Weather API.β72Oct 9, 2025Updated 4 months ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysisβ64Dec 30, 2025Updated last month
- Tool for writing large xarray datasets to zarr stores with independent processesβ31Nov 24, 2025Updated 2 months ago
- Statistical tests on xarray objectsβ14Nov 24, 2025Updated 2 months ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.β444Jan 21, 2026Updated 3 weeks ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.β97Feb 5, 2026Updated last week
- β15Updated this week
- Weather parameter post processing toolβ30Jan 29, 2026Updated 2 weeks ago
- Run AI-based weather forecasting models with ECMWF dataβ554Dec 17, 2025Updated 2 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Settingβ44May 20, 2024Updated last year
- Metrics for verifying forecastsβ236Jan 19, 2026Updated 3 weeks ago
- β14Apr 5, 2022Updated 3 years ago
- clock_plot provides a simple way to visualize timeseries data, mapping 24 hours onto the 360 degrees of a polar plotβ15Apr 5, 2022Updated 3 years ago
- xarray accessor and zarr codec for working with video dataβ19Oct 1, 2023Updated 2 years ago
- A benchmark for the next generation of data-driven global weather models.β591Jan 16, 2026Updated last month
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph β¦β284Feb 9, 2026Updated last week
- Regridding utility for xarrayβ95Feb 6, 2026Updated last week
- Visualizing data to better monitor issues around food securityβ14Nov 28, 2024Updated last year
- A Python package for tackling diverse environmental prediction tasks with NPs.β121Jan 9, 2026Updated last month
- Research Software for Neural Weather Prediction for Limited Area Modelingβ195Jan 19, 2026Updated 3 weeks ago
- MVP for opening xarray datasets from cloud zarr stores in a single thread with asyncio loopsβ23Aug 6, 2023Updated 2 years ago
- Benchmarking of weather forecasts based on station observationsβ85Jul 1, 2025Updated 7 months ago
- Lightweight library for probabilistic forecast evaluation and optimization.β69Jan 27, 2026Updated 3 weeks ago
- Intake plugin for xarrayβ77Dec 12, 2024Updated last year
- Climate Simulation Operationsβ24Jan 15, 2026Updated last month
- Dynamically create image chips from STAC itemsβ33Feb 9, 2026Updated last week
- IMPROVER is a library of algorithms for meteorological post-processing.β121Updated this week
- Tools for converting Unified Forecast System (UFS) output to Analysis Ready, Cloud Optimized (ARCO) formatβ16Dec 11, 2025Updated 2 months ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly dataβ13Mar 4, 2022Updated 3 years ago
- This repository contains scripts to apply the MTM-SVD analysis method to climate data and model outputs. It is a direct adaptation of theβ¦β16Jul 6, 2020Updated 5 years ago
- Reformat datasets into zarrβ15Jun 10, 2025Updated 8 months ago