Alternatives and similar repositories for ChaosBench:

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

• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆29Updated 4 months ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆33Updated 9 months ago
• tung-nd / stormer
  ☆54Updated 4 months ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated last year
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆14Updated last week
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆52Updated 8 months ago
• annavaughan / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆30Updated 3 years ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆29Updated 2 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 3 years 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".
  ☆38Updated 3 months ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆85Updated 7 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…
  ☆30Updated this week
• nci / FourCastNeXt
  ☆15Updated 3 months ago
• spcl / DiffDA
  ☆25Updated 4 months ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆48Updated last month
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆16Updated 2 months ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆57Updated last year
• jejjohnson / oceanbench
  OceanBench - SSH edition
  ☆17Updated last year
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 4 months ago
• gcouairon / ArchesWeather
  ☆40Updated 2 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆82Updated 2 weeks ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆11Updated 4 months ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆84Updated last month
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• openclimatefix / satflow
  Satellite Optical Flow with machine learning models
  ☆60Updated last year
• iarai / weather4cast-2022
  Starter Kit for the NeurIPS 2022 Weather4cast competition
  ☆54Updated 2 years ago
• RolnickLab / climart
  A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…
  ☆40Updated 2 years ago
• taohan10200 / WEATHER-5K
  Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
  ☆61Updated 5 months ago
• tbeucler / CBRAIN-CAM
  Code for neural network parameterization project
  ☆18Updated last year