Search Results for author: Viral B. Shah

Found 4 papers, 4 papers with code

High-performance symbolic-numerics via multiple dispatch

4 code implementations • 9 May 2021 • Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwozdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas

We showcase how this can be used to optimize term construction and give a 113x acceleration on general symbolic transformations.

Vocal Bursts Intensity Prediction

1,295

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A Differentiable Programming System to Bridge Machine Learning and Scientific Computing

2 code implementations • 17 Jul 2019 • Mike Innes, Alan Edelman, Keno Fischer, Chris Rackauckas, Elliot Saba, Viral B. Shah, Will Tebbutt

Scientific computing is increasingly incorporating the advancements in machine learning and the ability to work with large amounts of data.

BIG-bench Machine Learning

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Julia: A Fresh Approach to Numerical Computing

1 code implementation • 6 Nov 2014 • Jeff Bezanson, Alan Edelman, Stefan Karpinski, Viral B. Shah

Bridging cultures that have often been distant, Julia combines expertise from the diverse fields of computer science and computational science to create a new approach to numerical computing.

Mathematical Software

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Julia: A Fast Dynamic Language for Technical Computing

2 code implementations • 24 Sep 2012 • Jeff Bezanson, Stefan Karpinski, Viral B. Shah, Alan Edelman

Dynamic languages have become popular for scientific computing.

Programming Languages Computational Engineering, Finance, and Science D.3.2

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