Alternatives and similar repositories for diffusion-models-for-weather-prediction:

Users that are interested in diffusion-models-for-weather-prediction are comparing it to the libraries listed below

• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆57Updated 10 months ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆37Updated 11 months ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆23Updated last month
• annavaughan / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆97Updated 2 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
• ecmwf-lab / ml-training-course
  ☆19Updated last year
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆16Updated 2 weeks ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆68Updated 3 years ago
• p-hss / consistency-climate-downscaling
  ☆22Updated last week
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆31Updated last year
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 3 years ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆34Updated last week
• jeonghwan723 / A_CNN
  CNN based ENSO all season forecast model
  ☆18Updated 8 months ago
• technomii / EWMoE
  ☆11Updated 11 months ago
• ai2cm / ace
  Ai2 Climate Emulator
  ☆92Updated 2 months ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆69Updated 2 weeks ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆85Updated 2 months ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆42Updated 4 years ago
• nci / FourCastNeXt
  ☆16Updated last month
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆21Updated 11 months ago
• leap-stc / ChaosBench
  ☆37Updated last month
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆32Updated 3 years ago
• kyegomez / metnet3
  An implementation of "metnet3" in Pytorch
  ☆39Updated last month
• duncanwp / ClimateBench
  ☆90Updated last year
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆53Updated 3 months 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".
  ☆39Updated 5 months ago