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adv-r

Advanced R programming: a book

awesome

A curated list of awesome lists

awesome-python

A curated list of awesome Python frameworks, libraries and software. Inspired by awesome-php.

books_forked

some books

boussinesq

A mass-conservative method for the integration of the two-dimensional groundwater (Boussinesq) equation

convnet

Convolutional Neural Networks for Matlab, including Invariang Backpropagation algorithm (IBP). Has versions for GPU and CPU, written on CUDA, C++ and Matlab. All versions work identically. The GPU version uses kernels from Alex Krizhevsky's library 'cuda-convnet2'.

dat-project-examples

Example projects from General Assembly Data Science students

dat3

General Assembly's Data Science course in Washington, DC

dat3-students

Student work for General Assembly's Data Science course in Washington, DC

dat4

General Assembly's Data Science course in Washington, DC

dat5

General Assembly's Data Science course in Washington, DC

dat7

General Assembly's Data Science course in Washington, DC

dat8

General Assembly's Data Science course in Washington, DC

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

data-science-ipython-notebooks

Continually updated Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines.

datascience

Micheal Gardner的数据科学笔记

datasciencecoursera

This is for data science coursera

datasciencecoursera-1

for Data Science class on Coursera

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

datasharing

The Leek group guide to data sharing

dev-setup

Easy-to-understand instructions with automated setup scripts to install and configure developer apps and tools, Python data analysis, Spark and Hadoop MapReduce, AWS and Heroku, JavaScript web development, Android development, common data stores, and dev-based defaults for Mac OSX. https://bit.ly/git-dotfiles

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

financeops

Research in investment finance with Python Notebooks

fouriertalkoscon

Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.

gadsdc1

class repo

gadsdc2

class repo

getting-and-cleaning-data-course-project

git-version-jupyter-notebook

A trial of Git version control with Jupyter Notebook using Jupytext

go

The Open Source Data Science Masters

hawkes-process-toolkit

A toolbox of Hawkes processes