NVlabs / cBottleLinks
A generative foundation model for the kilometer-scale atmosphere
☆60Updated 2 weeks ago
Alternatives and similar repositories for cBottle
Users that are interested in cBottle are comparing it to the libraries listed below
Sorting:
- Ai2 Climate Emulator☆105Updated this week
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆41Updated last week
- ☆91Updated last year
- ☆44Updated 6 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆86Updated 4 months ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆98Updated 4 months ago
- ☆30Updated 2 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☆47Updated 3 weeks ago
- Diffusion for climate downscaling☆64Updated last year
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆39Updated last year
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 9 months ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- The repository of the WeatherGenerator project☆61Updated this week
- Lorenz 1996 two time-scale model for learning machine learning☆51Updated 5 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆57Updated this week
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆30Updated 3 months ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆57Updated 4 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- AtmoRep model code☆46Updated 4 months ago
- ☆28Updated this week
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆13Updated 2 weeks ago
- Uncertainty quantification for data-driven weather models.☆13Updated 3 months ago
- Benchmarking tools for applying AI/ML to data assimilation☆18Updated last month
- Research Software for Neural Weather Prediction for Limited Area Modeling☆171Updated 2 weeks ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆16Updated 2 years ago
- Official implementation of Score-based Data Assimilation☆67Updated last year
- ☆55Updated this week
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- A modular framework for evaluating weather forecasts☆109Updated this week
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆48Updated this week