Jake Vanderplas

Top repositories by stars

• jakevdp/PythonDataScienceHandbook(on leaderboard)

  Python Data Science Handbook: full text in Jupyter Notebooks

  Jupyter Notebook46,785
• jakevdp/WhirlwindTourOfPython

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

  Jupyter Notebook3,972
• jakevdp/sklearn_tutorial

  Materials for my scikit-learn tutorial

  Jupyter Notebook1,825
• jakevdp/sklearn_pycon2015

  Materials for my Pycon 2015 scikit-learn tutorial.

  Jupyter Notebook898
• jakevdp/sklearn_scipy2013

  Scikit-learn tutorials for the Scipy 2013 conference

  Python324
• jakevdp/JSAnimation

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

  Jupyter Notebook240
• jakevdp/sklearn_pycon2014

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

  Jupyter Notebook225
• jakevdp/nfft

  Lightweight non-uniform Fast Fourier Transform in Python

  Jupyter Notebook211
• jakevdp/sklearn_pycon2013

  Files for my scikit-learn tutorial at PyCon 2013

  Jupyter Notebook168
• jakevdp/wpca

  Weighted Principal Component Analysis (PCA) in Python

  Jupyter Notebook160
• jakevdp/2013_fall_ASTR599

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

  Jupyter Notebook140
• jakevdp/sklearn_pydata2015

  Scikit-Learn Tutorial for PyData Seattle 2015

  Python136
• jakevdp/pySchrodinger

  A Python solver for the 1D Schrodinger equation

  Python125
• jakevdp/BayesianAstronomy

  Bayesian Methods in Astronomy workshop, presented at AAS227

  Jupyter Notebook123
• jakevdp/JupyterWorkflow

  Reproducible Data Analysis Workflow in Jupyter

  Jupyter Notebook117
• jakevdp/ipywidgets-static

  [obsolete] Static Widgets for IPython Notebooks

  Jupyter Notebook109
• jakevdp/supersmoother

  Efficient pure Python implementation of Friedman's Supersmoother

  Python100
• jakevdp/lpproj

  Scikit-learn compatible Locality Preserving Projections in Python

  Jupyter Notebook95
• jakevdp/altair-examples

  Some examples of Altair plots

  Jupyter Notebook92
• jakevdp/PracticalLombScargle

  Source for my paper, Understanding the Lomb-Scargle Periodogram

  Jupyter Notebook90
• jakevdp/PythonicPerambulations

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

  Jupyter Notebook89
• jakevdp/mst_clustering

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

  Jupyter Notebook86
• jakevdp/jakevdp.github.io-source

  Source for my Pythonic Perambulations blog

  Jupyter Notebook84
• jakevdp/2014_fall_ASTR599

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

  CSS80
• jakevdp/nufftpy

  Experimenting with pure-Python implementation of the NUFFT

  Python70
• jakevdp/ESAC-stats-2014

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

  Python68
• jakevdp/pyCRFsuite

  C61
• jakevdp/cython_template

  Package template for a project using Cython

  Python59
• jakevdp/matplotlib_pydata2013

  PyData SV 2013 Tutorial on Advanced Matplotlib

  Python56
• jakevdp/pypropack

  A python wrapper for the PROPACK library

  Fortran51
• jakevdp/jakevdp.github.io

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

  HTML40
• jakevdp/altair

  High-level declarative visualization library for Python

  Python39
• jakevdp/data-USstates

  Collection of CSV data on US states for Pandas merge demos

  35
• jakevdp/multiband_LS

  Source for our paper on multiband periodograms.

  TeX32
• jakevdp/travis-python-template

  Small template for setting up Travis CI with Python

  Python30
• jakevdp/scikit-learn

  scikit-learn: machine learning in Python

  Python30
• jakevdp/klsh

  Python implementation of Kernelized Locality Sensitive Hashing

  Python26
• jakevdp/PythonLectures

  Various One-off Lectures on Python

  Jupyter Notebook25
• jakevdp/GitIntro

  Git tutorial materials

  Jupyter Notebook23
• jakevdp/ProntoData

  Scripts to Analyze Pronto's Data Release

  23
• jakevdp/website

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

  TeX23
• jakevdp/pyDistances

  Work in progress for eventual contribution to scikit-learn

  Python21
• jakevdp/SeattleBike

  Understanding Seattle Bike Count data

  18
• jakevdp/pyLLE

  python wrapper of fast C++ LLE code

  C++18
• jakevdp/PyData2014

  Materials for my talks at PyData 2014 at Strata, NYC

  17
• jakevdp/pandas

  Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

  Python16
• jakevdp/OsloWorkshop2014

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

  Python16
• jakevdp/OpenVisConf2014

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

  Python16
• jakevdp/matplotlib

  Python16
• jakevdp/git-intro

  Git/Github Intro

  13
• jakevdp/pyTree

  python tree algorithms for nearest neighbor search

  Python13
• jakevdp/numpy

  Numpy main repository

  C13
• jakevdp/scipy

  Scipy main repository

  Python12
• jakevdp/open-recipe-data

  Open recipe data used by the Python Data Science Handbook

  10
• jakevdp/probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  Jupyter Notebook10
• jakevdp/marathon-data

  Marathon finishing times

  10
• jakevdp/siglearn

  Tools for machine learning & modeling with noisy data

  Python10
• jakevdp/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Python9
• jakevdp/colab-snippets

  Snippets of useful code in Colaboratory

  Jupyter Notebook9
• jakevdp/python-vis-landscape

  Code for my talk at PyCon 2017

  Jupyter Notebook9
• jakevdp/SciAmBlogPost

  Source materials for my Scientific American blog post

  9
• jakevdp/mpl_tutorial

  A basic Matplotlib tutorial

  Python9
• jakevdp/BinaryTree

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

  Python9
• jakevdp/colabtools

  Python libraries for Google Colaboratory

  Python8
• jakevdp/pelican-octopress-theme

  Octopress default theme copied for pelican

  CSS8
• jakevdp/jakevdp.github.com

  Octopress Blog (replaced by jakevdp.github.io)

  JavaScript8
• jakevdp/memview_benchmarks

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

  Python8
• jakevdp/Thesis

  Jake's PhD thesis, completed summer 2012

  TeX8
• jakevdp/dlaicourse

  Notebooks for learning deep learning

  Jupyter Notebook7
• jakevdp/plotly.py

  An open-source, interactive graphing library for Python :sparkles:

  Python7
• jakevdp/GeneratedNotebookExample

  An example of a programatically-generated IPython notebook

  Jupyter Notebook7
• jakevdp/kdsphere

  KD Trees for Sperical Data

  Python7
• jakevdp/shablona

  A template for small scientific python projects

  Jupyter Notebook7
• jakevdp/data-CDCbirths

  Historical US birth data culled from the CDC website

  7
• jakevdp/PythonDataScienceReview

  Work-in-progress review for WIREs

  TeX6
• jakevdp/JupyterWorkflow-source

  Materials for my Jupyter Workflow videos

  Jupyter Notebook6
• jakevdp/supsmu

  Wrapper of Friedmann's 1984 Supersmoother Fortran code

  Fortran6
• jakevdp/nyquist

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

  6
• jakevdp/python-tutorial

  Files for my Python tutorials

  6
• jakevdp/pelican-plugins

  Python6
• jakevdp/MagicCube

  don't ask

  Python6
• jakevdp/talks

  Slides, notebooks, and other info from my talks

  Jupyter Notebook6
• jakevdp/mlday-tokyo

  Colabs for ML Day Tokyo

  Jupyter Notebook5
• jakevdp/altair-transform

  Evaluation of Vega-Lite transforms in Python

  Python5
• jakevdp/test-notebook-links

  Jupyter Notebook5
• jakevdp/lombscargle

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

  Python5
• jakevdp/ipython

  Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

  Python5
• jakevdp/jax-ai-stack

  Python4
• jakevdp/diffrax

  Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

  Python4
• jakevdp/bicycle-data

  Bicycle dataset used in the Python Data Science Handbook

  4
• jakevdp/altair_saver

  Altair extension for saving charts in a variety of formats.

  Jupyter Notebook4
• jakevdp/try-out-git

  Trying git for a git tutorial

  Python4
• jakevdp/schema-validation

  Experiments with validating JSONSchema in Python

  Python4
• jakevdp/schemapi

  Auto-generate Python APIs from JSON schema specifications

  Python4
• jakevdp/UW_Python_for_Geosciences

  Talks from the UW Python for Geosciences Seminar

  4
• jakevdp/statsmodels

  Statsmodels: statistical modeling and econometrics in Python

  Python4
• jakevdp/julia

  The Julia Language: a fresh approach to technical computing.

  Julia4
• jakevdp/administrative

  Project management related documents for the scikit-learn

  4
• jakevdp/array-api-tests

  Test suite for the PyData Array APIs standard

  Python3
• jakevdp/pytest

  The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

  Python3