Guides and Research

Interactive Notebooks

Pyfolio for Stock Analysis

A Python library for analysis of financial portfolios developed by Quantopian Inc.

Face Recognition with Machine Learning

Learn about face recognition with the Labeled Faces in the Wild dataset.

Comparing Python Visualization Libraries

Rob Story’s notebook comparing 8 different visualization libraries.

Survival Rates on the Titanic

Code, entries, and visualizations from the Titanic Kaggle competition.

The Prudential Kaggle Insurance Challenge

Python and R starter scripts to work on this popular Kaggle competition.

Political Speeches by Computers

Artificial political speeches based on real speeches made in Congress.

Clustering with Graphistry

Two examples of using Graphistry for understanding networks.

Basics with Scikit-Learn

Instructive notebooks for the popular machine learning package scikit-learn.