frazane / scoringrulesLinks
Lightweight library for probabilistic forecast evaluation and optimization.
☆60Updated this week
Alternatives and similar repositories for scoringrules
Users that are interested in scoringrules are comparing it to the libraries listed below
Sorting:
- scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.☆180Updated last week
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆51Updated last year
- A Python package for tackling diverse environmental prediction tasks with NPs.☆115Updated 2 months ago
- Metrics for verifying forecasts☆235Updated 2 weeks ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆58Updated 4 months ago
- The UNITE toolbox, a set of tools to apply information theory to the diagnostic evaluation of scientific models☆14Updated 11 months ago
- XRO: Extended nonlinear Recharge Oscillator model☆22Updated 4 months ago
- 🌦️ A catalogue and categorization of AI-based weather forecasting models.☆131Updated 2 months ago
- Easily grab weather station data from around the globe (e.g. GHCN)☆28Updated last year
- The repository of the WeatherGenerator project☆64Updated last week
- Literature and light wrappers for gaussian process models.☆48Updated 4 years ago
- Proper scoring rules in Python☆176Updated 2 years ago
- ☆91Updated last year
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆59Updated this week
- scoring rules to evaluate probabilistic forecasts☆63Updated 10 months ago
- ☆55Updated this week
- Stats, linear algebra and einops for xarray☆67Updated last month
- Code repo for publication at https://hess.copernicus.org/articles/26/5085/2022/☆19Updated last year
- ☆15Updated 5 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 9 months ago
- Code for Sonnewald and Lguensat 2021☆23Updated 2 years ago
- Lorenz 1996 two time-scale model for learning machine learning☆53Updated 6 months ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆14Updated 5 months ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- Software implementations of engression by Shen and Meinshausen (2023)☆34Updated 2 weeks ago
- Bayesian Neural Field models for prediction in large-scale spatiotemporal datasets☆132Updated 10 months ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Updated 3 years ago
- EnKF_seir☆23Updated 3 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆22Updated 4 months ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆21Updated 10 months ago