Alternatives and similar repositories for ace

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

• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆72Updated 3 weeks ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆87Updated 6 months ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆100Updated 6 months ago
• 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
  ☆62Updated last month
• ecmwf / WeatherGenerator
  The repository of the WeatherGenerator project
  ☆73Updated this week
• duncanwp / ClimateBench
  ☆94Updated last year
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆67Updated this week
• ecmwf / anemoi-datasets
  ☆57Updated this week
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆52Updated this week
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆53Updated last month
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆114Updated last year
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆58Updated 6 months ago
• ecmwf / infero
  A lower-level API for Machine Learning inference in operations
  ☆37Updated 2 months ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆125Updated last week
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆67Updated last year
• suryadheeshjith / Samudra
  Global Ocean Emulator
  ☆33Updated 2 months ago
• bgroenks96 / generative-downscaling
  Research and experiments for downscaling climate/weather data via generative learning
  ☆34Updated 3 years ago
• ecmwf / anemoi-inference
  ☆31Updated this week
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆116Updated 3 months ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆46Updated this week
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆40Updated last year
• mllam / mllam-data-prep
  generation of training-optimised weather datasets from declarative syntax
  ☆11Updated 3 months ago
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆80Updated 2 months ago
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 6 months ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆31Updated 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".
  ☆43Updated 3 weeks ago
• maikejulie / DNN4Cli
  Code for Sonnewald and Lguensat 2021
  ☆24Updated 2 years ago
• ecmwf / anemoi-models
  ☆42Updated 8 months ago
• eabarnes1010 / ml_tutorial_csu
  material for the CSU-led machine learning tutorial for earth science research
  ☆90Updated 3 years ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆18Updated 2 years ago