jakevdp

Python Data Science Handbook: full text in Jupyter Notebooks

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

Materials for my scikit-learn tutorial

Materials for my Pycon 2015 scikit-learn tutorial.

Scikit-learn tutorials for the Scipy 2013 conference

[DEPRECATED] An IPython notebook-compatible Javascript/HTML viewer for matplotlib animations

Repository containing files for my PyCon 2014 scikit-learn tutorial.

Lightweight non-uniform Fast Fourier Transform in Python

Files for my scikit-learn tutorial at PyCon 2013

Weighted Principal Component Analysis (PCA) in Python

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

Scikit-Learn Tutorial for PyData Seattle 2015

A Python solver for the 1D Schrodinger equation

Bayesian Methods in Astronomy workshop, presented at AAS227

Reproducible Data Analysis Workflow in Jupyter

[obsolete] Static Widgets for IPython Notebooks

Efficient pure Python implementation of Friedman's Supersmoother

Source for my paper, Understanding the Lomb-Scargle Periodogram

Scikit-learn compatible Locality Preserving Projections in Python

Old source for jakevdp.github.io. New source at http://github.com/jakevdp/jakevdp.github.io-source

Some examples of Altair plots

Source for my Pythonic Perambulations blog

Scikit-learn style estimator for Minimum Spanning Tree Clustering in Python

Content for my Astronomy 599 / Applied Math 500 Course: Intro to scientific computing in Python

Experimenting with pure-Python implementation of the NUFFT

Material for my lectures at the ESAC statistics conference, Oct 27-31 2014

Package template for a project using Cython

PyData SV 2013 Tutorial on Advanced Matplotlib

A python wrapper for the PROPACK library