.. _machine_learning:

Machine Learning and Statistics
================================

Roseman Labs provides a collection of statistical and machine learning tools.
These tools allow both for the exploratory analysis of data as well as the training and evaluation of diverse machine learning models.
Additionally, tools to assess the quality of a model are also executable in the engine.
The data is never decrypted during the execution of these algorithms, all of them act purely over secret-shared data.

.. toctree::
   :maxdepth: 1

   27-descriptive-stats
   15-logistic-regression
   24-multinomial-logistic-regression
   25-ordinal-logistic-regression
   16-linear-regression
   17-k-nearest-neighbors
   18-random-forest