ML Toolkit

This user guide is intended for analysts using SymetryML in their next data-mining project. While this document does not assume extensive background in data modeling, the reader should have a rudimentary understanding of data-mining methodology, as well as the necessary domain knowledge related to their field of application.

A brief introduction to data-mining concepts will be provided in this guide, along with instructions on applying these concepts to SymetryML workflow. The core intention of this document is to provide readers with a brief summary of the information needed to implement SymetryML successfully into their data-driven projects and to cover typical usage scenarios.

Related Documents

While this guide provides an introduction to data-mining concepts and general guidance on navigating the ML Toolkit, more specific guides dealing with sequence data and Federated Learning can be found here:

• Sequence

• Federation

Document Conventions

This manual also uses the following typographic conventions.

Conventions
Convention	Description
Bold	Indicates text on a Web page, other than the page title, including menus, menu options, buttons, fields, and labels.
Italic or < > angled brackets	Indicates a variable, which is a placeholder for actual text provided by the user or system. Angled brackets (< >) are also used to indicate variables.
screen/code	Indicates text that is displayed on screen or entered by the user.
[ ] square brackets	Indicates optional values.
{ } braces	Indicates required or expected values.
| vertical bar	Indicates that you have a choice between two or more options or arguments.