NVlabs / cBottleLinks
A generative foundation model for the kilometer-scale atmosphere
☆72Updated last month
Alternatives and similar repositories for cBottle
Users that are interested in cBottle are comparing it to the libraries listed below
Sorting:
- Ai2 Climate Emulator☆120Updated last week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 6 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆46Updated this week
- ☆97Updated last year
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆62Updated last month
- Diffusion for climate downscaling☆67Updated last year
- ☆47Updated 8 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆31Updated 5 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆40Updated last year
- ☆32Updated 4 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆87Updated 6 months ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆18Updated 2 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆21Updated 2 months ago
- generation of training-optimised weather datasets from declarative syntax☆11Updated 3 months ago
- The repository of the WeatherGenerator project☆73Updated last week
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated this week
- ☆31Updated last week
- Benchmarking tools for applying AI/ML to data assimilation☆23Updated 3 months ago
- Uncertainty quantification for data-driven weather models.☆14Updated 5 months ago
- AtmoRep model code☆46Updated 6 months ago
- A lower-level API for Machine Learning inference in operations☆37Updated 2 months ago
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆52Updated last week
- ☆42Updated 8 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- ☆57Updated this week
- Core packages for Anemoi.☆77Updated this week
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆67Updated this week
- This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.☆45Updated last week
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- Official implementation of Score-based Data Assimilation☆72Updated last year