Welcome to purestochastic’s documentation!

Purestochastic lets you deal with the uncertainty associated with the prediction. It makes you able to use all the tools of the Tensorflow library and adds functionnality to be able to construct stochastic model easily. You can use a low-level interface by constructing model on your own way or a high-level interface by converting standard model into stochastic model.

Guide

• Installation
• Motivations and Goals
• Basic examples

Features

• Model
• Utils

Warning

At present, the library is only constructed for the regression problem. At future, it can be adapted to the classification problem.