Silas Edu: Overview

Silas Edu is a command line application featuring the machine learning tools for training and explaining classifiers built from structured data. It is FREE for non-commercial use only.

It is a spin-off of a more comprehensive data analytics framework named Silas.

This is a free training document for beginners who want to learn about not only AI and machine learning techniques but also explainable AI, which is seen as the future of AI by many people.

Get started with a simple example now!

See the technical overview slides.

Cite the journal paper. Silas: A High-Performance Machine Learning Foundation for Logical Reasoning and Verification. Expert Systems With Applications.

Contents:

• Introducing Silas
• Downloads
• Installation and Setup
  • Install Silas
• Tutorials
  • Basic Tutorial
  • Advanced Tutorial
• Silas Machine Learning
  • Preparations and Settings
  • Training and Testing/Validation
  • Grid Search
  • Prediction
• Silas Model Insight
• Command Index
• Technical Papers
  • Slides
  • Short Papers
  • Full Papers
• FAQ
• Glossary
  • Attribute
  • Feature
  • Instance
  • Metadata
  • Data sanitisation
  • Nary
  • Introspect