data preparation

germancredit

German Credit Data

describe()

Variable Describe

split_df()

Split a Data Frame

replace_na()

Replace Missing Values

one_hot()

One Hot Encoding

var_scale()

Variable Scaling

woe binning

woebin()

WOE Binning

woebin_plot()

WOE Binning Visualization

woebin_adj()

WOE Binning Adjustment

woebin_ply()

WOE/BIN Transformation

variable selection

var_filter()

Variable Filter

iv()

Information Value

vif()

Variance Inflation Factors

model performance

perf_eva()

Binomial Metrics

perf_cv()

Cross Validation

perf_psi()

PSI

scorecard scaling

scorecard()

Creating a Scorecard

scorecard2()

Creating a Scorecard

scorecard_ply()

Score Transformation

scorecard report

gains_table()

Gains Table

report()

Scorecard Modeling Report