Discover jakevdp/JupyterWorkflow-source Open Source project

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

42,364

WhirlwindTourOfPython

Materials for my scikit-learn tutorial

3,671

sklearn_tutorial

Materials for my Pycon 2015 scikit-learn tutorial.

1,720

sklearn_pycon2015

Scikit-learn tutorials for the Scipy 2013 conference

884

sklearn_scipy2013

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

325

JSAnimation

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

240

sklearn_pycon2014

Lightweight non-uniform Fast Fourier Transform in Python

226

nfft

Files for my scikit-learn tutorial at PyCon 2013

196

sklearn_pycon2013

Weighted Principal Component Analysis (PCA) in Python

173

wpca

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

141

2013_fall_ASTR599

Scikit-Learn Tutorial for PyData Seattle 2015

138

sklearn_pydata2015

A Python solver for the 1D Schrodinger equation

136

pySchrodinger

Reproducible Data Analysis Workflow in Jupyter

120

JupyterWorkflow

Bayesian Methods in Astronomy workshop, presented at AAS227

116

BayesianAstronomy

[obsolete] Static Widgets for IPython Notebooks

111

ipywidgets-static

Some examples of Altair plots

107

altair-examples

Scikit-learn compatible Locality Preserving Projections in Python

lpproj

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

PythonicPerambulations

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

mst_clustering

Efficient pure Python implementation of Friedman's Supersmoother

supersmoother

Source for my Pythonic Perambulations blog

jakevdp.github.io-source

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

2014_fall_ASTR599

CSS

PracticalLombScargle

Source for my paper, Understanding the Lomb-Scargle Periodogram

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

ESAC-stats-2014

Experimenting with pure-Python implementation of the NUFFT

nufftpy

Package template for a project using Cython

pyCRFsuite

cython_template

PyData SV 2013 Tutorial on Advanced Matplotlib

matplotlib_pydata2013

A python wrapper for the PROPACK library

pypropack

Fortran

jakevdp.github.io

Pythonic Perambulations website. Source at http://github.com/jakevdp/jakevdp.github.io-source

HTML

travis-python-template

Small template for setting up Travis CI with Python

Source for our paper on multiband periodograms.

multiband_LS

Collection of CSV data on US states for Pandas merge demos

data-USstates

ProntoData

Scripts to Analyze Pronto's Data Release

klsh

Python implementation of Kernelized Locality Sensitive Hashing

Various One-off Lectures on Python

PythonLectures

My Personal Web Page: http://vanderplas.com

website

GitIntro

Git tutorial materials

Work in progress for eventual contribution to scikit-learn

pyDistances

Materials for my talks at PyData 2014 at Strata, NYC

PyData2014

pyLLE

python wrapper of fast C++ LLE code

C++

OsloWorkshop2014

Material for my lectures at the University of Oslo, Dec 2014

My Talk for the 2014 OpenVisConf, April 24-25 in Boston, MA

OpenVisConf2014

Tools for machine learning & modeling with noisy data

git-intro

Git/Github Intro

marathon-data

Marathon finishing times

siglearn

python tree algorithms for nearest neighbor search

pyTree

Source materials for my Scientific American blog post

SciAmBlogPost

python-vis-landscape

Code for my talk at PyCon 2017

A basic Matplotlib tutorial

mpl_tutorial

Open recipe data used by the Python Data Science Handbook

open-recipe-data

Thesis

Jake's PhD thesis, completed summer 2012

Benchmarks of various ways of handling contiguous typed data arrays in cython

memview_benchmarks

Octopress Blog (replaced by jakevdp.github.io)

jakevdp.github.com

JavaScript

kdsphere

KD Trees for Sperical Data

A cython implementation of a binary search tree (Ball Tree & KD Tree)

BinaryTree

Snippets of useful code in Colaboratory

colab-snippets

An example of a programatically-generated IPython notebook

GeneratedNotebookExample

Wrapper of Friedmann's 1984 Supersmoother Fortran code

supsmu

Fortran

python-tutorial

Files for my Python tutorials

data-CDCbirths

Historical US birth data culled from the CDC website

lombscargle

Efficient, astropy-compatible implementation of the Lomb-Scargle periodogram

test-notebook-links

Work-in-progress review for WIREs

PythonDataScienceReview

The Nyquist frequency is probably not what you think it is.

nyquist

schema-validation

Experiments with validating JSONSchema in Python

Trying git for a git tutorial

try-out-git

Slides, notebooks, and other info from my talks

talks

A Review of Histogram techniques

hist-review

Astropy-style Lomb-Scargle periodograms computed with the NFFT

nfftls

A simple chrome extension to do quick ADS author queries from the Chrome Omnibox

NIPS2013_sklearn

Abstract for NIPS 2013

AstroAuthorQuery

JavaScript

uw-6.github.io

CSS

jakevdp-git-test

Test repo for a tutorial

[obsolete] Temporary repository for Frequentism vs Bayesianism writeup

FreqBayes

obsdwarf

Measuring modified gravity with Dwarf galaxies

pyOrbits

python orbit integration

Bicycle dataset used in the Python Data Science Handbook

bicycle-data

Stripe82RRLyrae

Searching LSST-pipeline Stripe 82 photometry for RR Lyrae

Repository for students to submit homework assignments as pull requests

ASTR599_homework

Paper by scikit-learn contributers for ECML/PKDD 2013 conference

ECML_PKDD_2013

Lecture materials for Microsoft Practice of Machine Learning Conference, Oct 23-24 2014

PMLC-2014

Testing repo for git tutorial

git-test

myproject

Git tutorial project

DSFP-demo

Demo repository for DSFP

vega_firefox_bug

An attempt to formulate the weak lensing problem in a probabilistic framework.

ProbabilisticLensing

Finding double redshifts in SDSS LRGs

LRG_redshifts

Cleaning SDSS spectra for use with Mmani

spec_data

FastTemplatePeriodogram_old

Jupyter demo at microsoft

jupyter-demo

Testing repository from the Python Bootcamp

test

regper

Experiment with regularized periodograms

Small repo to test nodejs + cairo on TravisCI

test-cairo

spheredb

Python utilities for storage and manipulation of spherical data in SciDB.

Just playing around... nothing to see here

altair2

Test implementation of a robust multi-term Lomb-Scargle variant

conda-recipes

Some conda build recipes

Shell

BombScargle

(experimental) Python parser for Vega's expression language

100

vgparser