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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python

A curated list of awesome Python frameworks, libraries and software.

book-examples

Examples for the Book of Vaadin

cheatsheets

personal cheatsheets on various technologies

configspring

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

cucumber

BDD that talks to domain experts first and code second

dataexploration

Supporting code for a video series on best practices for exploratory data analysis.

datasciencecoursera

Repo for Coursera "Data Scientist's Toolbox course

datasharing

The Leek group guide to data sharing

dev-setup

Mac OS X development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.

doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

fatsecret4j

Java/Android Client for using Fatsecret REST API

go

The Open Source Data Science Masters

head-first-java

Code for Head First Java

ibis

Productivity-centric Python big data framework for high performance at Hadoop-scale, with first-class integration with Impala. Co-founded by the creator of pandas

intellij-community

IntelliJ IDEA Community Edition

intermediatepython

isl

Student Sourced Solution Manual for "An Introduction to Statistical Learning: with Applications in R"

javafortesterscode

Java source code to support the book "Java For Testers"

kafka

Mirror of Apache Kafka

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

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

mlbook

Example code for the Wiley book "Machine Learning - Hands On for Developers and Technical Professionals"

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-exercises

Walkthrough exercises from PandasTutorial by Wes McKinney.

practice_assignment

Practice assignment for the R programming class on Coursera

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 ;)

pydata-book

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

pyexcel

Python Wrapper for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files

python-guide

Python best practices guidebook, written for Humans.