Alternatives and similar repositories for mlde:

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

• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆52Updated 8 months ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆96Updated 3 weeks ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆33Updated 9 months ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆20Updated 9 months ago
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆24Updated last year
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆82Updated 3 weeks ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated last year
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 2 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆67Updated 3 years ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆29Updated 11 months ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆41Updated 3 years ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆21Updated 8 months ago
• annavaughan / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆30Updated 3 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆29Updated 2 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
• OpheliaMiralles / wind-downscaling-gan
  ☆31Updated 2 years ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆19Updated 5 months ago
• gcouairon / ArchesWeather
  ☆40Updated 2 months ago
• leap-stc / ChaosBench
  ☆30Updated this week
• Gufrannn / W-MAE
  ☆30Updated 11 months ago
• nci / FourCastNeXt
  ☆15Updated last week
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆66Updated 10 months ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆14Updated 2 weeks ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆37Updated 10 months ago
• OpenEarthLab / CasCast
  ☆36Updated 4 months ago
• caglarkucuk / earthformer-satellite-to-radar
  ☆15Updated last year