EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmarkLinks
A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
☆31Updated this week
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:
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- post-processing experiments with neural networks☆63Updated 3 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☆18Updated 2 years ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆21Updated 2 weeks ago
- ☆40Updated 3 years ago
- ☆103Updated last year
- ☆42Updated 9 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆88Updated 7 months ago
- ☆34Updated 2 years ago
- ☆32Updated 3 weeks ago
- ML Datasets Catalog☆58Updated 2 years ago
- ☆31Updated this week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆35Updated 6 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 7 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- ☆57Updated this week
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆28Updated 2 months ago
- Ai2 Climate Emulator☆129Updated this week
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 6 months ago
- Benchmarking tools for applying AI/ML to data assimilation☆23Updated 3 months ago
- Simulate SEVIRI satellite channels from WRF output☆24Updated 9 months ago
- Diffusion for climate downscaling☆69Updated last year
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆70Updated this week
- Code repository for "Extending intraday solar forecast with deep generative models".☆22Updated last year
- The repository of the WeatherGenerator project☆76Updated this week
- Beta for Pangeo Postprocessing☆17Updated 5 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆15Updated last week
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago