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2013_fall_astr599

Content for my Astronomy 599 Course: Intro to scientific computing in Python

anatomyofmatplotlib

Anatomy of Matplotlib Tutorial originally developed for SciPy 2013

awesome-awesomeness

A curated list of awesome awesomeness

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. Inspired by awesome-php.

bastien-theano-workshop

This repo contain the exercies of the Next.ML 2015 presentation

bayesian-data-analysis-with-pymc2

Bayesian data analysis with PyMC(2)

bios366

Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics

buildingmachinelearningsystemswithpython

Source Code for the book Machine Learning Systems with Python

change-detection-tutorial

Tutorial on change detection in time series data

climin

Optimizers for machine learning

content

Official content for Harvard CS109

courses

cs228t.2012

The programming assignments from CS228T offered in Spring 2012 at Stanford

d3-book

Sample code files to accompany the book “Interactive Data Visualization for the Web” by Scott Murray

d3-cookbook

Source code for "Data Visualization with D3 Cookbook"

dat3

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-from-scratch

code for Data Science From Scratch book

data_hacking

Click Security Data Hacking Project

datagotham2013

datasci_course_materials

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

datascience-anthology-pydata

PyData, The Complete Works of

datascienceresources

Open Source Data Science Resources.

datawranglr

data wrangling and presentation in R

dc_datascience_meetup

Code and slides for the DC Data Science Meetup talk

dl-meetup-intro

Code for participants of "NLP and Deep Learning: introduction - Session I" at Sthlm NLP Meetup of 22 Jan 2015

doing_bayesian_data_analysis

ds_social_sciences

Tutorials, code examples, and problem sets from "Data Science for the Social Sciences," Cambridge University Press (2014)

entity-linking-and-retrieval-tutorial

Entity Linking and Retrieval Tutorial