activity
20092021
most citedScikit-learn: Machine Learning in Python

63.6k citations · 75.8k across the 24 of their papers we have counts for

collaborators

24 papers

astro-ph.IM2021

A Fast Template Periodogram for Detecting Non-sinusoidal Fixed-shape Signals in Irregularly Sampled Time Series

John Hoffman, Jacob Vanderplas, Joel Hartman +1

Astrophysical time series often contain periodic signals. The large and growing volume of time series data from photometric surveys demands computationally efficient methods for de…

astro-ph.IM2020★ 5 cited

Applying Information Theory to Design Optimal Filters for Photometric Redshifts

J. Bryce Kalmbach, Jacob T. VanderPlas, Andrew J. Connolly

In this paper we apply ideas from information theory to create a method for the design of optimal filters for photometric redshift estimation. We show the method applied to a serie…

astro-ph.SR2019★ 37 cited

On The XUV Luminosity Evolution of TRAPPIST-1

David P. Fleming, Rory Barnes, Rodrigo Luger +1

We model the long-term XUV luminosity of TRAPPIST-1 to constrain the evolving high-energy radiation environment experienced by its planetary system. Using Markov Chain Monte Carlo…

astro-ph.IM2018★ 7.7k cited

The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package

The Astropy Collaboration, A. M. Price-Whelan, B. M. Sipőcz +134

The Astropy project supports and fosters the development of open-source and openly-developed Python packages that provide commonly-needed functionality to the astronomical communit…

physics.ed-ph2017★ 79 cited

Hack Weeks as a model for Data Science Education and Collaboration

Daniela Huppenkothen, Anthony Arendt, David W. Hogg +3

Across almost all scientific disciplines, the instruments that record our experimental data and the methods required for storage and data analysis are rapidly increasing in complex…

cs.DL2017★ 94 cited

Journal of Open Source Software (JOSS): design and first-year review

Arfon M Smith, Kyle E Niemeyer, Daniel S Katz +13

This article describes the motivation, design, and progress of the Journal of Open Source Software (JOSS). JOSS is a free and open-access journal that publishes articles describing…