Machine learning

This repository contains machine learning projects created during my studies at Warsaw University of Technology (WUT) and as part of side projects.

Projects

Random forest

A random forest with threshold attribute selection.

Collaborators:

• Miłosz Kutyła, BEng (WUT) (GitHub),
• Jakub Ossowski, BEng (WUT) (GitHub).

ML-based Intrusion Detection System

A bio-inspired IDS using machine learning, featuring an Artificial Immune System (AIS) and a Self-Organizing Map (SOM) with Learning Vector Quantization (LVQ).

Collaborators:

• Miłosz Kutyła, BEng (WUT) (GitHub),
• Patryk Jankowicz, BEng (WUT) (GitHub),
• Jakub Ossowski, BEng (WUT) (GitHub),
• Jan Walczak, BEng (WUT) GitHub.