Alternatives and similar repositories for ace

Users that are interested in ace are comparing it to the libraries listed below

• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆86Updated 3 months ago
• duncanwp / ClimateBench
  ☆90Updated last year
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆96Updated 3 months ago
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme and discrete meteorologica…
  ☆53Updated this week
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆42Updated last week
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆36Updated this week
• brightbandtech / nnja-ai
  Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
  ☆47Updated 2 months ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆62Updated 11 months ago
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆51Updated 4 months ago
• ecmwf / WeatherGenerator
  ☆50Updated this week
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆38Updated last week
• ecmwf / anemoi-datasets
  ☆53Updated this week
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆93Updated this week
• ecmwf / anemoi-inference
  ☆28Updated this week
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆56Updated 2 months ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆74Updated 3 weeks ago
• NCAR / ai4ess-hackathon-2020
  ☆111Updated 3 years ago
• ecmwf-projects / ibicus
  Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.
  ☆60Updated last month
• ecmwf / infero
  A lower-level API for Machine Learning inference in operations
  ☆37Updated 2 months ago
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 2 months ago
• ecmwf / anemoi-models
  ☆41Updated 5 months ago
• UXARRAY / uxarray
  Xarray extension for unstructured climate and global weather data analysis and visualization.
  ☆191Updated this week
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆37Updated last year
• ecmwf / anemoi-core
  Core packages for Anemoi.
  ☆45Updated this week
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆92Updated 10 months ago
• Earth-Intelligence-Lab / LocalizedWeatherGNN
  This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".
  ☆40Updated 3 weeks ago
• jbusecke / xMIP
  Analysis ready CMIP6 data in python the easy way with pangeo tools.
  ☆200Updated last month
• leap-stc / EAEE4000_ML_for_Env_Eng_Sci
  ☆33Updated last year
• gcouairon / ArchesWeather
  ☆43Updated 4 months ago