Alternatives and similar repositories for climetlab-eumetnet-postprocessing-benchmark

Users that are interested in climetlab-eumetnet-postprocessing-benchmark are comparing it to the libraries listed below

• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆16Updated 2 years ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆62Updated 3 years ago
• ecmwf / anemoi-inference
  ☆28Updated this week
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆60Updated last week
• p-hss / consistency-climate-downscaling
  ☆30Updated 2 months ago
• ecmwf / anemoi-models
  ☆41Updated 6 months ago
• ecmwf / anemoi-datasets
  ☆55Updated this week
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆86Updated 4 months ago
• duncanwp / ClimateBench
  ☆91Updated last year
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated last year
• ai2cm / ace
  Ai2 Climate Emulator
  ☆105Updated this week
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆64Updated last year
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated this week
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆30Updated 3 months 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
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆57Updated 4 months ago
• ecmwf / WeatherGenerator
  The repository of the WeatherGenerator project
  ☆61Updated this week
• NCAR / PostProcessForecasts
  Beta for Pangeo Postprocessing
  ☆17Updated 4 years ago
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆57Updated this week
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆13Updated 3 months ago
• semvijverberg / RGCPD
  Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.
  ☆33Updated 2 years ago
• IPL-UV / AIDE
  ☆19Updated 2 weeks ago
• mscheuerer / NeuralNetworkS2S
  Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…
  ☆13Updated 5 years ago
• eabarnes1010 / course_ml_ats
  machine learning for the atmospheric sciences - a CSU course
  ☆32Updated last year