API Reference

Label Maker

LabelMaker

Automatically makes labels for prediction problems.

Label Times

LabelTimes

The data frame that contains labels and cutoff times for the target dataframe.

Transform Methods

LabelTimes.apply_lead

Shifts the label times earlier for predicting in advance.

LabelTimes.bin

Bin labels into discrete intervals.

LabelTimes.sample

Return a random sample of labels.

LabelTimes.threshold

Creates binary labels by testing if labels are above threshold.

Label Plots

LabelPlots

Creates plots for Label Times.

Plotting Methods

LabelPlots.count_by_time

Plots the label distribution across cutoff times.

LabelPlots.distribution

Plots the label distribution.