Alternatives and similar repositories for ace

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

• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆104Updated 10 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆93Updated 10 months ago
• duncanwp / ClimateBench
  ☆108Updated last year
• 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
  ☆64Updated last month
• ecmwf / WeatherGenerator
  The repository of the WeatherGenerator project
  ☆96Updated this week
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆88Updated last week
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆63Updated this week
• ecmwf / anemoi-datasets
  ☆60Updated this week
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆89Updated this week
• ecmwf / anemoi-inference
  ☆33Updated this week
• ecmwf / infero
  A lower-level API for Machine Learning inference in operations
  ☆37Updated 2 weeks ago
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆57Updated 2 weeks ago
• ecmwf / anemoi-models
  ☆45Updated last year
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆116Updated last year
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆59Updated 9 months ago
• tbeucler / HybridESM
  This page reviews and organizes emerging hybrid Earth System Models (ESMs), which combine machine learning and physics-based components.
  ☆56Updated 2 months ago
• ecmwf / anemoi-core
  Core packages for Anemoi.
  ☆101Updated this week
• ClimateGlobalChange / tempestextremes
  Extreme weather detection and characterization
  ☆115Updated last week
• eabarnes1010 / ml_tutorial_csu
  material for the CSU-led machine learning tutorial for earth science research
  ☆91Updated 3 years ago
• ecmwf / anemoi-graphs
  ☆18Updated last year
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆97Updated last year
• mllam / mllam-data-prep
  generation of training-optimised weather datasets from declarative syntax
  ☆12Updated last month
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆81Updated 5 months ago
• Earth-Intelligence-Lab / LocalizedWeather
  This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".
  ☆51Updated 2 months ago
• ecmwf / anemoi-utils
  ☆13Updated this week
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆40Updated 8 months ago
• suryadheeshjith / Samudra
  Global Ocean Emulator
  ☆36Updated 6 months ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆19Updated 3 years ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆165Updated this week
• ecmwf / anemoi
  ☆24Updated last week