INRIA / geoarches
A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeatherGen
☆33Updated 2 weeks ago
Alternatives and similar repositories for geoarches:
Users that are interested in geoarches are comparing it to the libraries listed below
- Ai2 Climate Emulator☆91Updated 2 months ago
- ☆41Updated 3 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆37Updated 11 months ago
- AtmoRep model code☆46Updated last month
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆97Updated last month
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆84Updated last month
- Diffusion for climate downscaling☆56Updated 9 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☆46Updated last month
- A modular framework for evaluating weather forecasts☆85Updated this week
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme and discrete meteorologica…☆44Updated this week
- ☆27Updated this week
- ☆90Updated 11 months ago
- ☆50Updated last week
- Official implementation of Score-based Data Assimilation☆55Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆149Updated 2 months ago
- ☆24Updated last year
- Implementation of convolutional conditional neural processes for statistical downscaling☆32Updated 4 years ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆113Updated last year
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 6 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- ☆57Updated last month
- Weather forecasting with Deep Learning☆24Updated this week
- ☆40Updated 3 years ago
- ☆19Updated last month
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆23Updated 2 weeks ago
- Data access package for the SubseasonalClimateUSA dataset☆30Updated 5 months ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆23Updated this week
- Benchmarking of weather forecasts based on station observations☆68Updated this week
- Benchmarking tools for applying AI/ML to data assimilation☆14Updated this week