meteofrance / py4castLinks
Weather forecasting with Deep Learning
☆32Updated 2 weeks ago
Alternatives and similar repositories for py4cast
Users that are interested in py4cast are comparing it to the libraries listed below
Sorting:
- Core packages for Anemoi.☆97Updated last week
- ☆60Updated this week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Updated 8 months ago
- ☆33Updated last week
- Météo-France's AI Python package☆43Updated this week
- 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
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆64Updated 2 weeks ago
- A generative foundation model for the kilometer-scale atmosphere☆87Updated this week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆104Updated 9 months ago
- ☆40Updated 4 years ago
- Simulate satellite images from WRF and MPAS model output☆25Updated 2 weeks ago
- ☆45Updated 11 months ago
- ☆18Updated 11 months ago
- ☆21Updated last year
- Diffusion for climate downscaling☆75Updated last year
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆19Updated 3 years ago
- Ai2 Climate Emulator☆148Updated last month
- The repository of the WeatherGenerator project☆94Updated this week
- post-processing experiments with neural networks☆63Updated 4 years ago
- generation of training-optimised weather datasets from declarative syntax☆12Updated last month
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆63Updated this week
- Benchmarking tools for applying AI/ML to data assimilation☆24Updated 6 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆41Updated last year
- NERSC Ensemble Data Assimilation System☆14Updated this week
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆81Updated this week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆93Updated 9 months ago
- ☆35Updated 5 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆55Updated last month