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[1-4]
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A. G. Baydin, B. A. Pearlmutter, A. A. Radul, J. M. Siskind
Automatic differentiation in machine learning: a survey
Article in
arXiv preprint arXiv:1502.05767, 2015 |
Tools:
DiffSharp
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Atilim Gunes Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: Automatic Differentiation Library
arXiv, 2015 |
Tools:
DiffSharp
Theory & Techniques:
Implementation Strategies
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Atılım Güneş Baydin, Barak A. Pearlmutter, Jeffrey Mark Siskind
DiffSharp: An AD Library for .NET Languages
2016 |
Tools:
DiffSharp
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Filip Srajer, Zuzana Kukelova, Andrew Fitzgibbon
A benchmark of selected algorithmic differentiation tools on some problems in computer vision and machine learning
Article in
Special issue of Optimization Methods & Software: Advances in Algorithmic Differentiation, Taylor & Francis,
2018 |
Tools:
Adept, ADiMat, ADOL-C, DiffSharp, TAPENADE, Theano
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[1-4]
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