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Scikit-Longitudinal
simonprovost/scikit-longitudinal
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First Example
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Tutorials
Tutorials
Overview
Temporal Dependency
Data Format
Long ⇄ Wide Reshape
Uneven Temporal Setup
Data Preparation
Algorithm Adaptation
Binary & Multiclass
Pipelines
Hyperparameter Tuning
API
API
API
Data Preparation
Data Preparation
Longitudinal Dataset
Data Transformation
Data Transformation
Merge Waves: Drop Indices
Merge Waves: Keep Indices
Aggregation Function
Separate Waves
Preprocessors
Preprocessors
Correlation Feature Selection
Estimators
Estimators
Classifiers
Classifiers
Lexico Decision Tree
Lexico Random Forest
Lexico Deep Forest
Lexico Gradient Boosting
Nested Trees
TpT Decision Tree
Regressors
Regressors
Lexico Decision Tree
TpT Decision Tree
Pipeline
Pipeline
Longitudinal Pipeline
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Scikit-Longitudinal is open-source and open-design.
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