EnergyWeatherAI / GenerativeNowcastingLinks
Code repository for "Extending intraday solar forecast with deep generative models".
☆25Updated 3 weeks ago
Alternatives and similar repositories for GenerativeNowcasting
Users that are interested in GenerativeNowcasting are comparing it to the libraries listed below
Sorting:
- ☆36Updated 4 months ago
- ☆35Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Updated last month
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 3 years ago
- Diffusion for climate downscaling☆83Updated last year
- Implementation of convolutional conditional neural processes for statistical downscaling☆34Updated 4 years ago
- post-processing experiments with neural networks☆63Updated 4 years ago
- ☆41Updated 4 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆25Updated 2 weeks ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆39Updated 10 months ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆29Updated 6 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆28Updated last year
- Clean, easier to use version of the downscaling cGAN☆25Updated last year
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆38Updated 2 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆106Updated 11 months ago
- Datasets for Machine Learning weather forecasting models☆62Updated this week
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated 2 weeks ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Updated 3 years ago
- ☆45Updated last year
- Inference of Machine Learning weather forecasting models☆33Updated last week
- AtmoRep model code☆46Updated 10 months ago
- Satellite Optical Flow with machine learning models☆63Updated 2 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆94Updated 9 months ago
- ☆21Updated last year
- Weather forecasting with Deep Learning☆33Updated 2 months ago
- Core packages for Anemoi.☆105Updated this week
- Uncertainty quantification for data-driven weather models.☆14Updated 9 months ago
- Generating Weather Model Ensembles Using ecmwf-lab/ai-models☆14Updated 2 months ago