Alternatives and similar repositories for scoringrules

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

• nci / scores
  scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.
  ☆200Updated this week
• jejjohnson / gp_model_zoo
  Literature and light wrappers for gaussian process models.
  ☆47Updated 4 years ago
• alan-turing-institute / mogp-emulator
  Package for fitting Gaussian Process Emulators to multiple output computer simulation results.
  ☆53Updated 2 years ago
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆121Updated 3 weeks ago
• manuel-alvarez-chaves / unite_toolbox
  The UNITE toolbox, a set of tools to apply information theory to the diagnostic evaluation of scientific models
  ☆17Updated 5 months ago
• xarray-contrib / xskillscore
  Metrics for verifying forecasts
  ☆236Updated 2 weeks ago
• scotthosking / get-station-data
  Easily grab weather station data from around the globe (e.g. GHCN)
  ☆29Updated 2 years ago
• duncanwp / ESEm
  Easy emulating of geophysical models including (but not limited to!) Earth System Models.
  ☆59Updated 10 months ago
• arviz-devs / xarray-einstats
  Stats, linear algebra and einops for xarray
  ☆67Updated last month
• properscoring / properscoring
  Proper scoring rules in Python
  ☆181Updated 2 years ago
• senclimate / XRO
  XRO: Extended nonlinear Recharge Oscillator model
  ☆29Updated 4 months ago
• rebase-energy / awesome-weather-models
  🌦️ A catalogue and categorization of AI-based weather forecasting models.
  ☆137Updated 8 months ago
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆97Updated this week
• xwshen51 / engression
  Software implementations of engression by Shen and Meinshausen (2023)
  ☆42Updated 3 weeks ago
• ecmwf / WeatherGenerator
  The repository of the WeatherGenerator project
  ☆99Updated last week
• jasperroebroek / sklearn-quantile
  ☆23Updated 11 months ago
• xarray-contrib / xbatcher
  Batch generation from xarray datasets
  ☆193Updated 2 weeks ago
• google / bayesnf
  Bayesian Neural Field models for prediction in large-scale spatiotemporal datasets
  ☆147Updated last year
• FK83 / scoringRules
  scoring rules to evaluate probabilistic forecasts
  ☆63Updated 4 months ago
• jejjohnson / xrpatcher
  A ML-oriented generic patcher for xarray data structures.
  ☆19Updated 11 months ago
• ecmwf / anemoi-datasets
  Datasets for Machine Learning weather forecasting models
  ☆62Updated this week
• OpheliaMiralles / pykelihood
  package useful for likelihood-based inference
  ☆12Updated last week
• blutjens / climate-emulator
  Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)
  ☆21Updated 4 months ago
• duncanwp / ClimateBench
  ☆110Updated last year
• pnnl / JAX-CanVeg
  ☆21Updated 11 months ago
• JackKelly / lets_make_it_super_easy_to_use_weather_forecast_data
  Let's make it super easy to use weather forecast data
  ☆22Updated last year
• AI4S2S / s2spy
  A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting
  ☆22Updated last year
• phausamann / sklearn-xarray
  Metadata-aware machine learning.
  ☆104Updated 4 years ago
• juaAI / stationbench
  Benchmarking of weather forecasts based on station observations
  ☆85Updated 7 months ago
• openclimatefix-archives / satflow
  Satellite Optical Flow with machine learning models
  ☆63Updated 2 years ago