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GradientDescentForCAP

Exploring categorical machine learning in CAP

2025.11-01

28 November 2025

Kamal Saleh
Email: kamal.saleh@uni-siegen.de
Homepage: https://github.com/kamalsaleh
Address:
Walter-Flex-Str. 3
57068 Siegen
Germany

Contents

1 Examples and Tests
 1.1 Category of Lenses
 1.2 Category of Parametrised Morphisms
 1.3 Category of Smooth Maps
 1.4 Expressions
2 GradientDescentForCAP automatic generated documentation
 2.1 GradientDescentForCAP automatic generated documentation of categories

  2.1-1 IsObjectInCategoryOfLenses
  2.1-2 IsMorphismInCategoryOfLenses
3 operations for machine learning in CAP
 3.1 Add-methods

  3.1-1 AddMultiplicationForMorphisms
  3.1-2 AddReverseDifferential
  3.1-3 AddReverseDifferentialWithGivenObjects
Index

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