Discover @jakevdp Open Source projects

Jake Vanderplas (@jakevdp)

jakevdp

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Location 🇺🇸 United States
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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

Jupyter Notebook

WhirlwindTourOfPython

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

Jupyter Notebook

sklearn_tutorial

Materials for my scikit-learn tutorial

Jupyter Notebook

sklearn_pycon2015

Materials for my Pycon 2015 scikit-learn tutorial.

Jupyter Notebook

sklearn_scipy2013

Scikit-learn tutorials for the Scipy 2013 conference

JSAnimation

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

Jupyter Notebook

sklearn_pycon2014

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

Jupyter Notebook

nfft

Lightweight non-uniform Fast Fourier Transform in Python

Jupyter Notebook

sklearn_pycon2013

Files for my scikit-learn tutorial at PyCon 2013

Jupyter Notebook

wpca

Weighted Principal Component Analysis (PCA) in Python

Jupyter Notebook

2013_fall_ASTR599

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

Jupyter Notebook

sklearn_pydata2015

Scikit-Learn Tutorial for PyData Seattle 2015

pySchrodinger

A Python solver for the 1D Schrodinger equation

JupyterWorkflow

Reproducible Data Analysis Workflow in Jupyter

Jupyter Notebook

BayesianAstronomy

Bayesian Methods in Astronomy workshop, presented at AAS227

Jupyter Notebook

ipywidgets-static

[obsolete] Static Widgets for IPython Notebooks

Jupyter Notebook

altair-examples

Some examples of Altair plots

Jupyter Notebook

lpproj

Scikit-learn compatible Locality Preserving Projections in Python

Jupyter Notebook

PythonicPerambulations

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

Jupyter Notebook

mst_clustering

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

Jupyter Notebook

supersmoother

Efficient pure Python implementation of Friedman's Supersmoother

jakevdp.github.io-source

Source for my Pythonic Perambulations blog

Jupyter Notebook

2014_fall_ASTR599

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

PracticalLombScargle

Source for my paper, Understanding the Lomb-Scargle Periodogram

Jupyter Notebook

ESAC-stats-2014

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

nufftpy

Experimenting with pure-Python implementation of the NUFFT

pyCRFsuite

cython_template

Package template for a project using Cython

matplotlib_pydata2013

PyData SV 2013 Tutorial on Advanced Matplotlib

pypropack

A python wrapper for the PROPACK library

jakevdp.github.io

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

travis-python-template

Small template for setting up Travis CI with Python

multiband_LS

Source for our paper on multiband periodograms.

data-USstates

Collection of CSV data on US states for Pandas merge demos

ProntoData

Scripts to Analyze Pronto's Data Release

klsh

Python implementation of Kernelized Locality Sensitive Hashing

PythonLectures

Various One-off Lectures on Python

Jupyter Notebook

website

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

GitIntro

Git tutorial materials

Jupyter Notebook

pyDistances

Work in progress for eventual contribution to scikit-learn

PyData2014

Materials for my talks at PyData 2014 at Strata, NYC

pyLLE

python wrapper of fast C++ LLE code

OsloWorkshop2014

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

OpenVisConf2014

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

git-intro

Git/Github Intro

marathon-data

Marathon finishing times

siglearn

Tools for machine learning & modeling with noisy data

pyTree

python tree algorithms for nearest neighbor search

SciAmBlogPost

Source materials for my Scientific American blog post

python-vis-landscape

Code for my talk at PyCon 2017

Jupyter Notebook

mpl_tutorial

A basic Matplotlib tutorial

open-recipe-data

Open recipe data used by the Python Data Science Handbook

Thesis

Jake's PhD thesis, completed summer 2012

memview_benchmarks

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

jakevdp.github.com

Octopress Blog (replaced by jakevdp.github.io)

kdsphere

KD Trees for Sperical Data

BinaryTree

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

colab-snippets

Snippets of useful code in Colaboratory

Jupyter Notebook

GeneratedNotebookExample

An example of a programatically-generated IPython notebook

Jupyter Notebook

supsmu

Wrapper of Friedmann's 1984 Supersmoother Fortran code

JupyterWorkflow-source

Materials for my Jupyter Workflow videos

Jupyter Notebook

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

Jupyter Notebook

PythonDataScienceReview

Work-in-progress review for WIREs

nyquist

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

schema-validation

Experiments with validating JSONSchema in Python

try-out-git

Trying git for a git tutorial

talks

Slides, notebooks, and other info from my talks

Jupyter Notebook

hist-review

A Review of Histogram techniques

nfftls

Astropy-style Lomb-Scargle periodograms computed with the NFFT

NIPS2013_sklearn

Abstract for NIPS 2013

AstroAuthorQuery

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

uw-6.github.io

jakevdp-git-test

Test repo for a tutorial

FreqBayes

[obsolete] Temporary repository for Frequentism vs Bayesianism writeup

obsdwarf

Measuring modified gravity with Dwarf galaxies

pyOrbits

python orbit integration

bicycle-data

Bicycle dataset used in the Python Data Science Handbook

Stripe82RRLyrae

Searching LSST-pipeline Stripe 82 photometry for RR Lyrae

ASTR599_homework

Repository for students to submit homework assignments as pull requests

ECML_PKDD_2013

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

PMLC-2014

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

git-test

Testing repo for git tutorial

myproject

Git tutorial project

DSFP-demo

Demo repository for DSFP

Jupyter Notebook

vega_firefox_bug

ProbabilisticLensing

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

LRG_redshifts

Finding double redshifts in SDSS LRGs

spec_data

Cleaning SDSS spectra for use with Mmani

FastTemplatePeriodogram_old

jupyter-demo

Jupyter demo at microsoft

Jupyter Notebook

test

Testing repository from the Python Bootcamp

regper

Experiment with regularized periodograms

Jupyter Notebook

test-cairo

Small repo to test nodejs + cairo on TravisCI

spheredb

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

altair2

Just playing around... nothing to see here

conda-recipes

Some conda build recipes

BombScargle

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