Alternatives and similar repositories for GenerativeNowcasting:

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

• 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 6 months ago
• OpheliaMiralles / wind-downscaling-gan
  ☆32Updated 2 years ago
• annavaughan / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆32Updated 4 years ago
• p-hss / consistency-climate-downscaling
  ☆20Updated last month
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆56Updated 9 months ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated 7 months 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
  ☆21Updated 10 months ago
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆16Updated last week
• ecmwf-lab / ml-training-course
  ☆19Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated last year
• ecmwf / anemoi-datasets
  ☆50Updated last week
• clessig / atmorep
  AtmoRep model code
  ☆46Updated last month
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆68Updated 3 years ago
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆24Updated last year
• ecmwf / anemoi-inference
  ☆27Updated this week
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• panbaoxiang / RADA
  Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases
  ☆11Updated 2 years ago
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆23Updated this week
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆18Updated 2 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 3 weeks ago
• RupaKurinchiVendhan / WiSoSuper
  ☆18Updated 2 years ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆61Updated 3 years ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆23Updated 3 weeks ago
• MeteoSwiss / ai-models-ensembles
  Generating Weather Model Ensembles Using ecmwf-lab/ai-models
  ☆13Updated 5 months ago
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆14Updated 3 weeks ago
• Climdyn / pythie
  Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…
  ☆11Updated 2 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 3 years ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆37Updated 11 months ago