API Reference

Welcome to the full API documentation of the Scikit-Longitudinal toolbox.

Data Preparation

• Longitudinal Dataset
• Aggregation Function (AggrFunc)
• Separate Waves (SepWav)
• Merge Waves and discard features 'MervWavTime(-)'
• Merge Waves and keep features' Time indices 'MervWavTime(+)'

Pipeline

• Longitudinal Pipeline

Preprocessors

Feature Selection

• Correlation Feature Selection Per Group

Estimators

Trees

• Lexicographical Decision Tree Classifier
• Lexicographical Decision Tree Regressor

Ensemble

• Lexicographical Deep Forest
• Lexicographical Gradient Boosting
• Lexicographical Random Forest
• Nested Trees
• Longitudinal Stacking
• Longitudinal Voting