A demonstration of linear regression, overfitting, normalization, and regularization. Allows you to choose data from a distribution, and interactively fit polynomials to the data using least squares, ridge, or Lasso regression.
A demonstration of using Flask, AngularJS, and d3js to visualize machine learning models. This is meant to be a minimal example of how to put together such a demo, showing how to make the tech stack play nice.