What is...hyperplane separation?

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  • Опубліковано 27 чер 2024
  • Goal.
    I would like to tell you a bit about my favorite theorems, ideas or concepts in mathematics and why I like them so much.
    This time.
    What is...hyperplane separation? Or: Cutting data into bits.
    Disclaimer.
    Nobody is perfect, and I might have said something silly. If there is any doubt, then please check the references.
    Slides.
    www.dtubbenhauer.com/youtube.html
    TeX files for the presentation.
    github.com/dtubbenhauer/My-Te...
    Thumbnail.
    Picture created using Matplotlib (this is a Python libary) in Google Colab
    Main discussion.
    en.wikipedia.org/wiki/Hyperpl...
    en.wikipedia.org/wiki/Hahn%E2...
    math.stackexchange.com/questi...
    en.wikipedia.org/wiki/Support...
    en.wikipedia.org/wiki/Farkas%...
    en.wikipedia.org/wiki/Kirchbe...
    en.wikipedia.org/wiki/Support...
    Background material.
    en.wikipedia.org/wiki/Euclide...
    en.wikipedia.org/wiki/Topolog...
    en.wikipedia.org/wiki/Convex_set
    en.wikipedia.org/wiki/Convex_...
    en.wikipedia.org/wiki/Closed_set
    en.wikipedia.org/wiki/Compact...
    en.wikipedia.org/wiki/Project...)
    en.wikipedia.org/wiki/Equidis...
    Computer talk.
    scikit-learn.org/stable/modul...
    www.datacamp.com/tutorial/svm...
    Pictures used.
    en.wikipedia.org/wiki/Support...
    Picture created using Matplotlib (this is a Python libary) in Google Colab
    en.wikipedia.org/wiki/File:Se...
    en.wikipedia.org/wiki/Hyperpl...
    en.wikipedia.org/wiki/Hyperpl...
    Picture from en.wikipedia.org/wiki/Hahn%E2...
    UA-cam and co.
    • Support Vector Machine...
    • Separating Hyperplanes
    #geometry
    #machinelearning
    #mathematics

КОМЕНТАРІ • 2

  • @user-qp2ps1bk3b
    @user-qp2ps1bk3b Місяць тому +1

    very nice video! Thank you so much, dear VisualMath man!

    • @VisualMath
      @VisualMath  Місяць тому +1

      The VisualMath person replies: thank you so much for watching 🤣
      No seriously, I am glad that you liked the topic ☺