0.4.0

added a dataset for fairness
added kernel classifiers
added monotonic interval encoders

0.3.4

• added a constrained linear model sklego.linear_model.ProbWeightRegression
• added support for grouped metrics
• bugfixes and precommit hooks

0.3.3

mayor fix... gmm detectors were broken.

0.3.2

• added support for bayesian-gmm models
• fixes keyword argumens of gmm models in package
• made some preprocessing features
• added some experimental models ready for field testing

0.3.1

confusionbalancer
shrinkage in grouped estimator

0.2.1

GroupedEstimator fix for Non Numeric groups
ColumnDropper
ci/cd fix for pandas update

0.2.0

FairClassifier
InformationFilter

0.1.8

• orthogonal projections
• thresholder meta model
• correlation metric
• fairness metric
• decay estimator
• small bugfixes

0.1.7

• Added a GMMNaiveBayes Classifier.
• Bugfix for Estimator Transformer
• Added a performance improvement for ColumnCapper

columncapper-chickweight-fix

we got our first pull request from brazil!