clessig / atmorepLinks
AtmoRep model code
☆46Updated 6 months ago
Alternatives and similar repositories for atmorep
Users that are interested in atmorep are comparing it to the libraries listed below
Sorting:
- Diffusion for climate downscaling☆67Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 6 months ago
- Ai2 Climate Emulator☆120Updated last week
- A generative foundation model for the kilometer-scale atmosphere☆72Updated last month
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆46Updated this week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆31Updated 5 months ago
- ☆97Updated last year
- ☆47Updated 8 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆87Updated 6 months ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆62Updated last month
- Météo-France's AI Python package☆34Updated 2 weeks ago
- ☆32Updated 4 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆176Updated 2 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆40Updated last year
- The repository of the WeatherGenerator project☆73Updated last week
- ☆57Updated this week
- ☆26Updated last year
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆81Updated 5 months ago
- A modular framework for evaluating weather forecasts☆125Updated last week
- ☆40Updated 3 years ago
- ☆31Updated last week
- generation of training-optimised weather datasets from declarative syntax☆11Updated 3 months ago
- Core packages for Anemoi.☆77Updated this week
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆45Updated last week
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆156Updated 7 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆67Updated this week
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated this week