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ensmallen (C++ library)

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ensmallen
Stable release
1.11 / November 28, 2018; 8 months ago (2018-11-28)[1]
Repository
Written inC++
Engine
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Operating systemCross-platform
Available inEnglish
TypeSoftware library
LicenseBSD 3-clause (open source)
Websiteensmallen.org

ensmallen is a library of mathematical optimization algorithms for the C++ programming language. It provides a simple set of abstractions for writing an objective function to optimize. It also provides a large set of optimizers that can be used for virtually any mathematical optimization task. These include full-batch gradient descent techniques, small-batch techniques, gradient-free optimizers, and constrained optimization[2].

It is open-source software distributed under the permissive 3-clause BSD license, making it applicable for the development of both open source and proprietary software.

ensmallen is used by the mlpack library as an aid in the implementation of many of machine learning algorithms.

Available Optimizers[edit | edit source]

See also[edit | edit source]


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References[edit | edit source]

  1. "ensmallen documentation / changelog". Retrieved 12 December 2018.
  2. Shikhar Bhardwaj, Ryan R. Curtin, Yannis Mentekidis, Marcus Edel, Conrad Sanderson (2018). ensmallen: a flexible C++ library for efficient function optimization. Workshop on Systems for ML and Open Source Software at NIPS / NeurIPS. doi:10.5281/zenodo.2008650.CS1 maint: Multiple names: authors list (link)

External links[edit | edit source]


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