v0.0.3
A new module scoring
containing:
- Add strictly consistent, homogeneous scoring functions
HomogeneousExpectileScore
for mean an expectilesHomogeneousQuantileScore
for quantilesSquaredError
,PoissonDeviance
,GammaDeviance
andPinballLoss
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.