Alternatives and similar repositories for ensemble_transformer

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

• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆15Updated this week
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• OpheliaMiralles / wind-downscaling-gan
  ☆34Updated 2 years ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated 2 months 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
• deepsphere / deepsphere-weather
  A spherical CNN for weather forecasting
  ☆72Updated 2 years ago
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 3 years ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆25Updated last year
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated last week
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆32Updated 5 months ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆27Updated last year
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆23Updated last year
• p-hss / consistency-climate-downscaling
  ☆32Updated 2 weeks ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆73Updated 4 years ago
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆21Updated last week
• LGlawion / spateGAN_ERA5
  spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation
  ☆24Updated 2 months ago
• Gufrannn / W-MAE
  ☆29Updated last year
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆18Updated 3 weeks ago
• nci / FourCastNeXt
  ☆18Updated 6 months ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 5 months ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆69Updated last year
• gaozhihan / earth-forecasting-transformer
  ☆10Updated last year
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆24Updated 2 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆35Updated 2 years ago
• jweyn / DLWP-CS
  Deep learning models for global weather prediction on a cubed sphere
  ☆95Updated 4 years ago
• microsoft / subseasonal_data
  Data access package for the SubseasonalClimateUSA dataset
  ☆35Updated 10 months ago
• FREVA-CLINT / climatereconstructionAI
  Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…
  ☆89Updated this week