INRIA / geoarchesLinks
A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeatherGen
☆45Updated last week
Alternatives and similar repositories for geoarches
Users that are interested in geoarches are comparing it to the libraries listed below
Sorting:
- ☆46Updated 6 months ago
- A generative foundation model for the kilometer-scale atmosphere☆65Updated last month
- Diffusion for climate downscaling☆66Updated last year
- Ai2 Climate Emulator☆112Updated 3 weeks ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 5 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆39Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆78Updated 3 months ago
- AtmoRep model code☆46Updated 4 months ago
- ☆31Updated 3 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆173Updated last month
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆30Updated 4 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆87Updated 5 months ago
- Official implementation of Score-based Data Assimilation☆69Updated last year
- A modular framework for evaluating weather forecasts☆115Updated last week
- ☆91Updated last year
- ☆26Updated last year
- ☆40Updated 3 years ago
- Benchmarking tools for applying AI/ML to data assimilation☆20Updated 2 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Uncertainty quantification for data-driven weather models.☆14Updated 4 months ago
- Weather forecasting with Deep Learning☆29Updated last month
- An implementation of "metnet3" in Pytorch☆38Updated 2 weeks ago
- ☆31Updated last month
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆48Updated this week
- ☆55Updated this week
- ☆31Updated last month
- ☆18Updated 4 months ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆14Updated last month
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆59Updated this week