Silas Educational Version


Silas Edu is a command line application featuring the tools for training, explaining and verifying prediction models built from tabular data.

FREE for non-commercial use only.

Silas Edu v0.8.7

new

The v0.8.7 Education version has several major updates focused on machine learning algorithms, including: optimisations for binary classification towards better accuracy; support for multi-class classification; optimisation for memory efficiency when there are thousands of classes; support for regression; built-in grid search feature; and more. The version below works on Linux and any x64 CPU with 32 or fewer threads.


Arch OS Concurrency Mode Download Link
x64 16 cores/32 threads

≥10.13
8 cores/16 threads

See instructions and tutorials in the v0.8.7 documentation.

Please email our support team to request a copy for other OS and CPU settings.


Community Contributions

Model Explanation: A Silas extension that extracts optimal logical explanations from machine learning models.

Feature Importance and Adversarial Analysis: A Silas extension that computes feature importance and generates adversarial samples from machine learning models.

Silas Edu v0.8.5

The v0.8.5 Education version demonstrates binary classification, prediction model explanation, and verification.


Arch OS Concurrency Mode Download Link
x64 2 cores/4 threads
4 cores/8 threads

≥10.13
2 cores/4 threads
4 cores/8 threads
2 cores/4 threads
4 cores/8 threads

See instructions and tutorials in the v0.8.5 documentation.

Please email our support team to request a copy for other OS and CPU settings.

Quick Links

Technical Overview Slides.
Journal Paper. Preprint. BibTex.

Please address your comments, bug reports and general inquiries about Silas Edu to our support team. Thank you!

support@depintel.com