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public

Public documents for the Master of Data Science program at the University of British Columbia

pycon-2016-tutorial

Tutorial: Machine Learning with Text in scikit-learn

pycon-2016-tutorial-vm

VM Setup stuff for http://bit.ly/22giU4y

pycon2015-sarahguido-hands-on-analysis-python

pydata-book

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

pymc3

Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.

pymc3_oslo

Probabilistic programming in Python workshop at Oslo universitetssykehus HF

python-bootcamp

Python Bootcamp docs and lectures (UC Berkeley)

python-bootcamp-1

python-data-viz-workshop

A 3-hour workshop on data visualization in Python with notebooks and exercises for following along.

python-fundamentals

Introductory Python Series for UC Berkeley's D-Lab

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

python-opengl

Python & OpenGL for Scientific Visualization (Open Access Book)

python-programming-exercises

100+ Python challenging programming exercises

python-programs

Practice Programs written in Python 2.7

python-science

slides + IPython notebooks for the Stony Brook University "Python for Scientific Computing" class.

python-sp16

python_for_data_science

A rapid on-ramp primer for programmers who want to learn Python for doing data science research and development.

python_workbook_174_solution

Coding solutions for 174 questions in the python workbook(Ben Stephenson)

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pytorch-deep-learning

Deep Learning (with PyTorch)

qlik-sense-cookbook

Code repository for Qlik Sense Cookbook, published by Packt

qrm

qrm

quantecon.jl

Julia implementation of QuantEcon routines

quantecon.py

A community based Python library for quantitative economics

quasi_market_student_segregation

replication files

r4ds

R for data science

rcompangrist

R companion to Angrist Pischke Mostly Harmless econometrics

regular-expressions-in-python

A comprehensive introduction to regular expressions in Python