MeteoSwiss / ai-models-ensemblesLinks
Generating Weather Model Ensembles Using ecmwf-lab/ai-models
☆14Updated 2 months ago
Alternatives and similar repositories for ai-models-ensembles
Users that are interested in ai-models-ensembles are comparing it to the libraries listed below
Sorting:
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆70Updated this week
- ☆33Updated last week
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆24Updated last week
- ☆45Updated last year
- A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)☆20Updated last month
- Diffusion for climate downscaling☆79Updated last year
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆37Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Updated 3 years ago
- ☆60Updated this week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆105Updated 10 months ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆40Updated 7 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆94Updated 10 months ago
- ☆13Updated last week
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆166Updated this week
- ☆36Updated 4 months ago
- ☆40Updated 4 years ago
- A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.☆17Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆96Updated last year
- Clean, easier to use version of the downscaling cGAN☆25Updated last year
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated last month
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆57Updated 9 months ago
- Various converters for getting obs data in and out of IODA☆13Updated 3 weeks ago
- DeepR: Deep Reanalysis☆31Updated 2 years ago
- Extreme weather detection and characterization☆116Updated this week
- Lorenz 1996 two time-scale model for learning machine learning☆58Updated last month
- GraphCastGFS☆30Updated last month
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Updated 3 years ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Updated 7 years ago
- Simulate satellite images from WRF and MPAS model output☆26Updated last month