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airflow_tutorial

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

bokeh-notebooks

Interactive Web Plotting with Bokeh in IPython notebook

compstats

Code for a workshop on statistical interference using computational methods in Python.

data-science-from-scratch

code for Data Science From Scratch book

data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

generators

Generators for Stream Data Processing, or Generator Showcase Showdown

intro-to-data-science-with-python

A tutorial for getting set-up to do data science with Python

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

kaggle

My Kaggle scratch & submissions

machine-learning-books-with-python

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python

notebooks

:notebook: Playground to learn how to use Jupyter Notebooks for IPython, OCaml, Bash, Octave etc...

pycon2017-optimizing-pandas

Materials for PyCon 2017 presentation on optimizing Pandas code

scipy-2016-sklearn

Scikit-learn tutorial at SciPy2016

scipy-2017-cython-tutorial

Material for the SciPy 2017 Cython tutorial

scipy-lecture-notes

Tutorial material on the scientific Python ecosystem

segyio

Fast Python library for SEGY files.

stupid-itertools-tricks-pydata

code for my "stupid itertools tricks" talk from pydata seattle 2015

tidy-data

Python code for Hadley Whickham's article on Tidy Data.

zipline

Zipline, a Pythonic Algorithmic Trading Library