Machine Learning Notebooks

These are some jupyter notebooks I created during my time as a TA to explain and visualize concepts from the Machine Learning 1 lecture at Karlsruhe Institue of Technology.

Bayesian Linear Regression

Visualize Bayesian Linear Regression with the notebook ./blr_recap/blr_recap.ipynb.

Expectation Maximization

Visualize Expectation Maximization with the notebook ./em_recap/em_recap.ipynb.