ai2cm / ace
Ai2 Climate Emulator
☆88Updated 2 months ago
Alternatives and similar repositories for ace:
Users that are interested in ace are comparing it to the libraries listed below
- ☆90Updated 11 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆33Updated last week
- 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
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆56Updated last month
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆113Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆97Updated last month
- Diffusion for climate downscaling☆55Updated 9 months ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme and discrete meteorologica…☆42Updated this week
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆84Updated last month
- A lower-level API for Machine Learning inference in operations☆37Updated 2 weeks ago
- AtmoRep model code☆46Updated last month
- ☆49Updated this week
- Xarray extension for unstructured climate and global weather data analysis and visualization.☆181Updated this week
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆91Updated 8 months ago
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆56Updated 2 months ago
- Lorenz 1996 two time-scale model for learning machine learning☆50Updated 2 months ago
- ☆111Updated 3 years ago
- Analysis ready CMIP6 data in python the easy way with pangeo tools.☆199Updated this week
- ☆40Updated this week
- Python tools to work with weather and climate data☆89Updated this week
- Universal Regridder for Geospatial Data☆210Updated this week
- A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆37Updated last year
- ☆26Updated this week
- Extreme weather detection and characterization☆99Updated last week
- An extension of xarray for climate data analysis on structured grids.☆126Updated this week
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆23Updated this week
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆36Updated 10 months ago
- Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis☆114Updated 2 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- A High-Performance Data Science Toolkit for the Earth Sciences☆67Updated 10 months ago