mllam / mllam-data-prepLinks
generation of training-optimised weather datasets from declarative syntax
☆12Updated last week
Alternatives and similar repositories for mllam-data-prep
Users that are interested in mllam-data-prep are comparing it to the libraries listed below
Sorting:
- ☆18Updated last year
- ☆60Updated last week
- ☆33Updated this week
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated 3 weeks ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆70Updated this week
- ☆45Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆105Updated 10 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated last month
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆91Updated this week
- Call XGBoost from Fortran☆12Updated 2 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆26Updated 7 months ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆166Updated this week
- Core packages for Anemoi.☆102Updated this week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆94Updated 10 months ago
- ☆110Updated last year
- Simulate satellite images from WRF and MPAS model output☆26Updated last month
- ☆41Updated 4 years ago
- A generative foundation model for the kilometer-scale atmosphere☆88Updated last month
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Updated 3 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆24Updated this week
- Diffusion for climate downscaling☆79Updated last year
- ☆26Updated this week
- The repository of the WeatherGenerator project☆97Updated this week
- ☆36Updated 4 months ago
- A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)☆20Updated last month
- post-processing experiments with neural networks☆63Updated 4 years ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆51Updated this week
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 3 years ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆42Updated last year
- Uncertainty quantification for data-driven weather models.☆14Updated 9 months ago