Skip to content

v0.0.3

Compare
Choose a tag to compare
@lorentzenchr lorentzenchr released this 26 Feb 16:14
· 136 commits to main since this release
e6e883b

A new module scoring containing:

  • Add strictly consistent, homogeneous scoring functions
    • HomogeneousExpectileScore for mean an expectiles
    • HomogeneousQuantileScore for quantiles
    • SquaredError, PoissonDeviance, GammaDeviance and PinballLoss for convenience
  • Add LogLoss
  • Add score decomposition decompose 🚀
    To my knowledge, this is the first time the score decomposition into miscalibration, discrimination (or resolution) is available in Python. R users can use the wonderful reliabilitydiag package of @aijordan for quite some time now.