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a-byte-of-python

The code for book <A Byte of Python>

adv-r

Advanced R programming: a book

awesome-machine-learning

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

bokeh

Interactive Web Plotting for Python

coursera-android

Source Code for Android Course Example Applications

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

ctci

Cracking the Coding Interview

d3

A JavaScript visualization library for HTML and SVG.

d3-cookbook

Source code for "Data Visualization with D3 Cookbook"

dataframes-cheatsheet

Cheatsheet for basic Dataframe operations in R, Julia and Python

datascience3

the peer assessment project for data science course 3 - getting and cleaning data

datasciencecoursera

Peer Assessments

datasharing

The Leek group guide to data sharing

dice

The first simple iOS APP: Run two dice at once

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

hao

好东西传送门

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

logistic_regression

Logistic Regression implementation in Octave. The same data set were analyzed in R and Python.

multinomial_logistic_regression

Multinomial Logistic Regression

multiple_linear_regression

my-blog

我的博客

neural_networks

Neural Networks

neuralnetworks

java deep learning algorithms and deep neural networks with gpu acceleration

omscs-demo-space

A place for scripts and programs to demonstrate key tools and concepts for Georgia Tech OMSCS classes.

pandas-cookbook

Recipes for using Python's pandas library

pip-tools

A set of tools to keep your pinned Python dependencies fresh.

practical-machine-learning

practice

programmingassignment2

ProgrammingAssignment2

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research