Machine learning examples

This repository contains a small archive of machine learning and data science examples. They were originally intended to act as a reference and educational resource for myself. Maybe, for some reason, they turn out to be useful for others, too. Most of the example notebooks contain a brief theoretical introduction followed by a small practical experiment.

Notebooks

• A/B testing

• Clustering

• Harmonic oscillator

• Kalman filtering

• Nonlinear filtering

• PCA

• System identification