tcapelle / cloud_diffusionLinks
Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models
☆49Updated last year
Alternatives and similar repositories for cloud_diffusion
Users that are interested in cloud_diffusion are comparing it to the libraries listed below
Sorting:
- Testing out Diffusion-based models for weather and PV forecasting☆15Updated 3 weeks ago
- ☆26Updated last year
- An implementation of "metnet3" in Pytorch☆37Updated last month
- ☆47Updated 11 months ago
- Diffusion for climate downscaling☆75Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 3 years ago
- ☆35Updated 2 months ago
- ML Datasets Catalog☆59Updated 2 years ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆41Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆50Updated 2 weeks ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- A spherical CNN for weather forecasting☆73Updated 3 years ago
- ☆45Updated 8 months ago
- SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss☆27Updated 3 years ago
- ☆70Updated 8 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Updated 8 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆89Updated 7 months ago
- Subseasonal forecasting models☆56Updated 10 months ago
- Uncertainty quantification for data-driven weather models.☆14Updated 8 months ago
- ☆40Updated 4 years ago
- Satellite Optical Flow with machine learning models☆63Updated 2 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆93Updated 9 months ago
- Code repository for "Extending intraday solar forecast with deep generative models".☆23Updated last year
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆22Updated 3 weeks ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Updated 3 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- A generative foundation model for the kilometer-scale atmosphere☆87Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆186Updated last week
- A modular framework for evaluating weather forecasts☆157Updated this week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆104Updated 9 months ago