Start with your research data
Configure variables, data splits, and preprocessing for your project.
MAIT
Medical Artificial Intelligence Toolbox
Python tools for research
Explainable machine learning.
A clearer path from data to results.
Prepare tabular data, compare models, and explore their predictions with MAIT. Use the interactive configuration app to set up your analysis and export a Python script.
Full MAIT notebook on Kaggle ↗
Configure in the browser. Export your script and run the analysis on your computer.
Explore the MAIT configuration app
Compare your models
Explore model training, cross-validation, and performance evaluation.
Understand the outputs
Use feature explanations, figures, and tables to explore model behaviour.