Alternatives and similar repositories for diffusion_weather

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

• nci / FourCastNeXt
  ☆16Updated 3 months ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• p-hss / consistency-climate-downscaling
  ☆28Updated last month
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆13Updated 2 months ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• JimengShi / CoDiCast
  [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".
  ☆1Updated 8 months ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆38Updated last year
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆29Updated 2 months ago
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆17Updated last week
• leap-stc / ChaosBench
  ☆40Updated 3 months ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆14Updated 8 months ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆23Updated last year
• nram812 / A-Robust-Generative-Adversarial-Network-Approach-for-Climate-Downscaling
  Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"
  ☆11Updated 9 months ago
• gcouairon / ArchesWeather
  ☆43Updated 5 months ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 8 months ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆55Updated last week
• paulaharder / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆14Updated 2 years ago
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 3 years ago
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆10Updated this week
• EnergyWeatherAI / GenerativeNowcasting
  Code repository for "Extending intraday solar forecast with deep generative models".
  ☆18Updated last year
• microsoft / subseasonal_toolkit
  Subseasonal forecasting models
  ☆54Updated 4 months ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated 9 months ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated last year
• Gufrannn / W-MAE
  ☆30Updated last year
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆39Updated last week
• 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".
  ☆40Updated last month
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆62Updated 11 months ago