INRIA / geoarchesLinks
A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeatherGen
☆51Updated 2 weeks ago
Alternatives and similar repositories for geoarches
Users that are interested in geoarches are comparing it to the libraries listed below
Sorting:
- ☆47Updated 11 months ago
- A generative foundation model for the kilometer-scale atmosphere☆88Updated last week
- Diffusion for climate downscaling☆77Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆90Updated 8 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆105Updated 10 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆42Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆188Updated this week
- ☆35Updated 3 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Updated 8 months ago
- Official implementation of Score-based Data Assimilation☆74Updated last year
- ☆36Updated 6 months ago
- ☆47Updated 9 months ago
- Uncertainty quantification for data-driven weather models.☆14Updated 8 months ago
- AtmoRep model code☆46Updated 9 months ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆157Updated last week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆94Updated 10 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- ☆26Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 3 years ago
- A modular framework for evaluating weather forecasts☆165Updated last week
- ☆109Updated last year
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆19Updated last week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆277Updated last week
- generation of training-optimised weather datasets from declarative syntax☆12Updated last month
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 10 months ago
- ☆71Updated 9 months ago
- ☆19Updated 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☆64Updated last month
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆90Updated this week
- ☆14Updated last year