README

The mlcomp module is designed to process and execute complex pipelines, that consist of one or more components chained together such that output of a previous component becomes the input to the next component. Each pipeline has a particular purpose, such as to train a model or generate inferences.

A single pipeline may include components from different languages, such as Python, R and Java.

Quickstart

Steps

How to construct a component

Steps

How to construct a pipeline

Steps

How to test

Once the ml-comp python package is installed, mlpiper command line tool is available and can be used to execute the above pipeline and the components described in it.

There are three main commands that can be used as follows:

Examples: