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Julia Publications
Cataloging the Visible Universe through Bayesian Inference in Julia at Petascale
January 2019
Jeffrey Regier, Keno Fischer, Kiran Pamnany, Andreas Noack, Jarrett Revels, Maximilian Lam, Steve Howard, Ryan Giordano, David Schlegel, Jon McAuliffe, Rollin Thomas, Prabhat
Julia: Dynamism and Performance Reconciled by Design
November 2018
Jeff Bezanson, Jiahao Chen, Benjamin Chung, Stefan Karpinski, Viral B. Shah, Jan Vitek and Lionel Zoubritzky
Automatic Full Compilation of Julia Programs and ML Models to Cloud TPUs
October 2018
Keno Fischer and Elliot Saba
Julia: A Fresh Approach to Numerical Computing
February 2017
Jeff Bezanson, Alan Edelman, Stefan Karpinski and Viral B. Shah
Array Operators Using Multiple Dispatch: A Design Methodology for Array Implementations in Dynamic Languages
February 2014
Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral Shah and Alan Edelman
Fashionable Modelling with Flux
November 2018
Michael J Innes, Elliot Saba, Keno Fischer, Dhairya Gandhi, Marco Concetto Rudilosso, Neethu Mariya Joy, Tejan Karmali, Avik Pal and Viral Shah
Julia Subtyping: A Rational Reconstruction
November 2018
Francesco Zappa Nardelli, Julia Belyakova, Artem Pelenitsyn, Benjamin Chung, Jeff Bezanson and Jan Vitek
Don't Unroll Adjoint: Differentiating SSA-Form Programs
October 2018
Michael J Innes
Parallel Prefix Polymorphism Permits Parallelization, Presentation & Proof
November 2014
Jiahao Chen and Alan Edelman
Novel Algebras for Advanced Analytics in Julia
November 2013
Viral B. Shah, Alan Edelman, Stefan Karpinski, Jeff Bezanson, Jeremy Kepner
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