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2048_game

autodd_rev2

An improved version of the original AutoDD

awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

awesome-courses

List of awesome university courses for learning Computer Science!

awesome-machine-learning

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

awesome-public-datasets

A awesome list of (large-scale) public datasets on the Internet. (On-going collection)

bashcrash

Bash Crash Course

book-warehouse

My Book

cog_sci_new_data_analysis

For cog paper, new folder for data analysis

data-engineering-distribution

Distribution for data engineering assessment (pom.xml and boilerplate)

data-scientist-s-tool-box

this is a course repo

datasci_course_materials

Public repository for course materials for the Spring 2013 session of Introduction to Data Science, an online coursera course.

datasciencecoursera

project for data science tool box

dataweek-workshop

Machine learning workshop using Python, pandas, and scikit-learn. The first half of the day covered supervised classification using Logistic Regression and how to use cross validation to evaluate your models . The second half of the day covered unsupervised clustering with Kmeans as well as an overview of the data science process.

developing-data-products

digital-recognizer

employee

gap

the gap statistics for automatically-finding-K value for K-mean clustering

go

The Open Source Data Science Masters

hadoop-book

Example source code accompanying O'Reilly's "Hadoop: The Definitive Guide" by Tom White

javascript

GitBook teaching programming basics with Javascript

leetcode

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

median-confidence-interval

this project is to compute median confidence interval in python, for numpy array, pandas' dataframe/series

mining-massive-data_stanford

msw

Files for Modern Statistical Workflow workshop

music_psy_analysis

nbaturnoverbreakdown

I work for the Bulls and this is the code I use to parse the play by play data from NBA.com to create a turnover breakdown

practical-machine-learning

predicting-human-gestures-from-body-sensor-data

this project is about using human body sensor data to predict human gestures