Mac Bagwell's CS229 Project (Spring 2019)

Scripts to assist in finding good seeds for various Stardew Valley Speedruns

A project using NLP and unsupervised learning (K-Means Clustering and Latent Dirichlet Allocation) to identify health concerns from posts on online forums.

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to s…

Feature selector is a tool for dimensionality reduction of machine learning datasets

Python Data Science Handbook: full text in Jupyter Notebooks