Fast-track your personalized analysis

Write IRMA plug-ins that add new components and integrate with existing ones.
Ultimately, explore and use your ensemble of models to the fullest.

Open & extensible

Experiment, develop algorithms and gain even more insights from your ensemble of models with IRMA Lab.
IRMA Lab is an open and extensible environment based on the Jupyter™ Notebook.

This makes it possible for you to integrate all your available ensemble data with popular data science languages :

> Python
> Julia
> R
> Scala

and third-party libraries:

> MLlib
> NumPy
> SciPy
> scikit-learn
> pyc3