Alternatives and similar repositories for earthnet-model-intercomparison-suite

Users that are interested in earthnet-model-intercomparison-suite are comparing it to the libraries listed below

• RolnickLab / climart
  A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…
  ☆41Updated 2 years ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated 2 years ago
• earthnet2021 / earthnet-toolkit
  ☆11Updated last year
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆32Updated 5 months ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 4 years ago
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆72Updated 2 years ago
• iarai / weather4cast-2022
  Starter Kit for the NeurIPS 2022 Weather4cast competition
  ☆55Updated 2 years ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated this week
• iarai / weather4cast
  Code accompanying our IARAI Weather4cast Challenge
  ☆50Updated 3 years ago
• andregraubner / ClimateNet
  Climate Analytics using Deep Neural Networks in Python.
  ☆62Updated last year
• Datalab-FIT-CTU / weather4cast-2022
  WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition
  ☆32Updated last year
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆15Updated last month
• earthnet2021 / earthnet-models-pytorch
  EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.
  ☆35Updated 11 months ago
• rudolfwilliam / satellite_image_forecasting
  Models for the EarthNet2021 challenge.
  ☆46Updated 3 weeks ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated 2 years ago
• MIT-AI-Accelerator / neurips-2020-sevir
  Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
  ☆86Updated 4 years 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
• openclimatefix / satflow
  Satellite Optical Flow with machine learning models
  ☆62Updated last year
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• FrontierDevelopmentLab / PyRain
  ☆39Updated 4 years ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated 2 months ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆128Updated this week
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆95Updated 4 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆37Updated last week
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆178Updated 2 months ago
• bgroenks96 / generative-downscaling
  Research and experiments for downscaling climate/weather data via generative learning
  ☆34Updated 3 years ago
• chengqianma / WeatherQA
  ☆22Updated 5 months ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆67Updated last year