Longitudinal Python Packages

scikit-longitudinal

Scikit-Longitudinal (Sklong) your tailored (health) Longitudinal machine learning library built on top of Scikit-Learn

auto-sklong

An Automated Machine Learning system for longitudinal classification built on GAMA and Scikit-Longitudinal

scikit-lexicographical-trees

scikit-lexicographical-trees: Based upon Scikit-Learn(-tree), it offers adapted trees and forest for Longitudinal Classification

cat2cat

Handling an Inconsistently Coded Categorical Variable in a Longitudinal Dataset

tfce-mediation

Fast regression and mediation analysis of vertex or voxel MRI data with TFCE

tmi-viewer

Fast regression and mediation analysis of vertex or voxel MRI data with TFCE

insurance-copula

Vine copulas for multi-peril home insurance pricing — exposure-weighted dependence modelling

insurance-jlm

Joint Longitudinal-Survival Models for insurance pricing. Shared Random Effects Model linking telematics trajectories to claim hazard.

insurance-recurrent

Shared frailty models for within-policyholder claim recurrence in insurance pricing