INRIA / geoarchesLinks
A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeatherGen
☆45Updated this week
Alternatives and similar repositories for geoarches
Users that are interested in geoarches are comparing it to the libraries listed below
Sorting:
- ☆46Updated 7 months ago
- A generative foundation model for the kilometer-scale atmosphere☆70Updated 2 weeks ago
- Diffusion for climate downscaling☆66Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 6 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆80Updated 4 months ago
- Ai2 Climate Emulator☆116Updated 2 weeks ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆30Updated 4 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆39Updated last year
- ☆32Updated 3 months ago
- AtmoRep model code☆46Updated 5 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆174Updated 2 months ago
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆30Updated 2 years ago
- A modular framework for evaluating weather forecasts☆120Updated last week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆87Updated 6 months ago
- Official implementation of Score-based Data Assimilation☆71Updated last year
- ☆26Updated last year
- ☆91Updated last year
- ☆40Updated 3 years ago
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆60Updated 3 weeks ago
- Benchmarking tools for applying AI/ML to data assimilation☆23Updated 2 months ago
- ☆55Updated last week
- ☆31Updated 2 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆257Updated this week
- ☆30Updated this week
- Core packages for Anemoi.☆73Updated this week
- Weather forecasting with Deep Learning☆29Updated last month
- The repository of the WeatherGenerator project☆70Updated this week
- Uncertainty quantification for data-driven weather models.☆14Updated 4 months ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆18Updated 3 weeks ago