3 papers
astro-ph.SR2019
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…
cs.LG2016
megaman: Manifold Learning with Millions of points
James McQueen, Marina Meila, Jacob VanderPlas +1
Manifold Learning is a class of algorithms seeking a low-dimensional non-linear representation of high-dimensional data. Thus manifold learning algorithms are, at least in theory,…
astro-ph.CO2013
Karhunen-Loeve Analysis for Weak Gravitational Lensing
Jacob T Vanderplas
In the past decade, weak gravitational lensing has become an important tool in the study of the universe at the largest scale, giving insights into the distribution of dark matter,…