EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmarkLinks
A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
☆32Updated 2 months ago
Alternatives and similar repositories for climetlab-eumetnet-postprocessing-benchmark
Users that are interested in climetlab-eumetnet-postprocessing-benchmark are comparing it to the libraries listed below
Sorting:
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆22Updated 2 weeks ago
- post-processing experiments with neural networks☆63Updated 4 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 2 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆19Updated 3 years ago
- ☆33Updated this week
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- ☆35Updated 2 years ago
- ☆45Updated 11 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- ☆40Updated 4 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆29Updated 4 months ago
- ☆35Updated 2 months ago
- ☆106Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆103Updated 9 months ago
- ML Datasets Catalog☆59Updated 2 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆38Updated 8 months ago
- Beta for Pangeo Postprocessing☆18Updated 5 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 8 months ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆91Updated last month
- The repository of the WeatherGenerator project☆93Updated this week
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆98Updated last year
- Testing out Diffusion-based models for weather and PV forecasting☆15Updated 3 weeks ago
- XRO: Extended nonlinear Recharge Oscillator model☆27Updated 2 months ago
- A generative foundation model for the kilometer-scale atmosphere☆85Updated last week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆92Updated 9 months ago
- ☆60Updated this week
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆76Updated last week
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆56Updated 8 months ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆61Updated last week