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intro-d3

workshop materials for introduction to d3.js

intro-to-data-viz

This is the introduction to data visualization

intro-to-data-viz-soln

ipython-notebook-extensions

Some js extension for IPython notebook

iv

The Insecurity Validator

jeopardy

kaggle-titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstartes basic data munging, analysis, and visualization techniques. Shows examples of supervised and unsupervised machine learning techniques.

kungfu-padas

Using Python's Pandas to kick the shit outta messy data.

linear-regression-lesson

A Linear Regression Lesson by Zack DeSairo

machinelearninginaction

Source Code for the book: Machine Learning in Action published by Manning

magenta

Magenta: Music and Art Generation with Machine Intelligence

material-design-lite

Material Design Components in HTML/CSS/JS

ml-study

my-streamlit-app

a streamlit app

neo_sigma

networkx

Official NetworkX source code repository.

nlp-extra-credit

NLP-extra-credit

notebooks

Some sample IPython notebooks for scikit-learn

nxfa2

Force-Atlas 2 graph layout in networkx

nyc-mta-viz

Some sketches of the mta subway data

nycturnstiles

Scripts that tinker with the MTA's turnstile data

pandas-and-matplot

playopenface

Play Open Face Chinese Poker

plot-app

This is the most simple flask based plot app.

pokerhand-eval

pure python poker hand evaluator for 5, 6, 7 cards

predicting-fantasy-football-points-using-machine-learning

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

processing.py

Write Processing sketches in Python

py-lyrics

Python script making use of LyricWiki (lyrics.wikia.com) to pull lyrics from the web from the commandline

pydata-book

Materials for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media