Scoringrules

New features
- Added quantile-based CRPS in 22 by simon-hirsch

This release brings an important breaking change, improvements to the documentation and some preliminary work to include many new distributions for the analytical continuous ranked probability score.

Breaking changes 💥
- Changed the order of positional arguments for all functions in 18 by frazane. Starting with this release, observations always come as the first positional argument.

New features
- Added `special` module and several statistical functions to the backends in 17 by sallen12 and frazane. This is preparatory work for 13.

Documentation
- General improvements in 12 by frazane

What's changed
- Added Error Spread Score by frazane in 10

This release brings a new framework-agnostic backend system to scoringrules, with added support for pytorch! This required a major internal refactoring to the codebase but there are no significant changes to the API except for some weighted scoring rules.

This release introduces weighted scores 4 by sallen12 (👏 ). The following weighting schemes have been implemented:

- threshold weighting
- outcome weighting
- vertical rescaling

for the ensemble-based metrics: CRPS, Energy Score and Variogram Score.