Projects

Scientific Software

Updated 10 months ago

Scikit-Longitudinal — Peer-reviewed • Rank 10.7 • Science 93%

Scikit-Longitudinal: A Machine Learning Library for Longitudinal Classification in Python - Published in JOSS (2025)

classification longitudinal longitudinal-classification longitudinal-data longitudinal-studies machine-learning repeated-measurements scikit-learn supervised-learning

Engineering

Scientific Software · Peer-reviewed

Updated 10 months ago

cat2cat • Rank 7.9 • Science 39%

Handling an Inconsistently Coded Categorical Variable in a Longitudinal Dataset

categories cran encoding encodings factor longitudinal mapping mappings panel r r-package transitions

Updated 10 months ago

opa • Rank 6.6 • Science 26%

Ordinal pattern analysis R package

cran data-analysis hypothesis-testing longitudinal ordinal r r-package rcpp repeated-measures rstats statistics

Updated 10 months ago

vehiclemodel • Science 44%

Simulink model of a vehicle

lateral-dynamic longitudinal simulink-model

Updated 10 months ago

☂️ Auto-Scikit-Longitudinal (Auto-Sklong) is an automated machine learning (AutoML) library designed to analyse longitudinal data (Classification tasks focussed as of today) using various search methods. Namely, Bayesian Optimisation via SMAC3, Asynchronous Successive Halving, Evolutionary Algorithms, and Random Search via GAMA

automl classification longitudinal machine-learning repeated-measurements scikit sklong supervised-learning

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

Scikit-Longitudinal — Peer-reviewed • Rank 10.7 • Science 93%

cat2cat • Rank 7.9 • Science 39%

opa • Rank 6.6 • Science 26%

vehiclemodel • Science 44%

auto-sklong • Science 49%