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mario-ai

Playing Mario with Deep Reinforcement Learning

midi.js

:musical_keyboard: Making life easy to create a MIDI-app on the web. Includes a library to program synesthesia into your app for memory recognition or for creating trippy effects. Convert soundfonts for Guitar, Bass, Drums, ect. into code that can be read by the browser. Supports multiple simultaneous instruments and perfect timing.

mining-the-social-web-2nd-edition

The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)

ml_class

code for my O'Reilly masterclass videos

models

Models built with TensorFlow

notebooks

jupyter/ipython notebooks demonstrating PySAL functionality

numpy-100

100 numpy exercises (100% complete)

open-nsynth-super

Open NSynth Super is an experimental physical interface for the NSynth algorithm

oreilly-learning-tensorflow

pandas_exercises

Practice your pandas skills!

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

philo2vec

An implementation of word2vec applied to [stanford philosophy encyclopedia](http://plato.stanford.edu/)

public-apis

A collective list of public JSON APIs for use in web development.

py4fi

Python for Finance (O'Reilly)

pygta5

Explorations of Using Python to play Grand Theft Auto 5.

pyphysicssandbox

pyPhysicsSandbox is a simple wrapper around Pymunk that makes it easy to write code to explore 2D physics simulations. It's intended for use in introductory programming classrooms.

pysortdemo

Visualization of sorting algorithms, done in Python.

python-cookbook

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

python-for-everything

Materials for teaching the Python for Everything workshop at UC Berkeley's D-lab

python-guide

Python best practices guidebook, written for Humans.

python-lectures

IPython Notebooks to learn Python

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

python-programming-exercises

100+ Python challenging programming exercises

python-scraping

Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do

python-series-advanced

Advanced Python class using the Jupyter/IPython notebook for the Association of Data Science and Analytics at UIUC

python-tutorial

A Python 3 programming tutorial for beginners.

python-viz-intro

Introduction to data visualization in Python, including plotting data from NetCDF files. Originally created for a Short Course in Data Assimilation and Visualization at the University of Reading, September 2014.

python_reference

Useful functions, tutorials, and other Python-related things

pythondatasciencehandbook

Supplemental materials for my OReilly project, the Python Data Science Handbook