15 open source projects by WillKoehrsen

Artificial Intelligence projects, documentation and code.

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

Experimenting with and teaching probabilistic programming

Contains Jupyter Notebooks/Resources provided by the author and my work on problem sets.

All Code and resources for the Udacity Data Analyst Nanodegree

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 solve a problem!

Working with and analyzing Wikipedia Data

Automated feature engineering in Python with Featuretools

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

Data Science Using Python

Machine Learning Experiments and Work

A Bokeh project developed for learning and teaching Bokeh interactive plotting!

Learning about and doing projects with recurrent neural networks

Work related to the Kaggle Taxi Fare prediction challenge

Developing new jupyter notebook extensions