Skip to content
Scikit-Longitudinal
Scikit-Longitudinal
Search
simonprovost/scikit-longitudinal
Home
Get Started
Tutorials
API
Community Hub
Scikit-Longitudinal
Your Longitudinal-Data Aware
Machine Learning
Get Started
80+
Stars
Available on
PyPI
Published in
JOSS
SKLONG
Podcast
Explained
Generated with NotebookLM
🇬🇧
🇬🇧
Your browser does not support the audio element.
🇫🇷
🇫🇷
Your browser does not support the audio element.
🇪🇸
🇪🇸
Your browser does not support the audio element.
🇨🇳
🇨🇳
Your browser does not support the audio element.
Data Transformation
Algorithm Adaptation
Temporal Preprocessors
Temporal Pipeline
Temporality Matters
User-Friendly
OSS-Minded
Cython
Optimised
psst... scroll a bit further!
Scikit-Longitudinal
simonprovost/scikit-longitudinal
Home
Get Started
Get Started
Get started
First Example
What's Next
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
Community Hub
Community Hub
Overview
Branding
Projects
Developers
FAQ
Publications
Scikit-Longitudinal
Back to top