Applied Math for Creative Coders
  1. Math Models for Creative Coders
  2. AI
  • Math Models for Creative Coders
    • Maths Basics
      • Vectors
      • Matrix Algebra Whirlwind Tour
      • Things at Right Angles
      • content/courses/MathModelsDesign/Modules/05-Maths/70-MultiDimensionGeometry/index.qmd
    • Tech
      • Tools and Installation
      • Adding Libraries to p5.js
      • Using Constructor Objects in p5.js
      • The Open Sound Protocol
    • Geometry
      • Circles
      • Complex Numbers
      • Fractals
      • Affine Transformation Fractals
      • L-Systems
      • Kolams and Lusona
    • Media
      • Fourier Series
      • Additive Sound Synthesis
      • Making Noise Predictably
      • The Karplus-Strong Guitar Algorithm
    • AI
      • Working with Neural Nets
      • The Perceptron
      • The Multilayer Perceptron
      • MLPs and Backpropagation
      • Gradient Descent
    • Projects
      • Projects
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  1. Math Models for Creative Coders
  2. AI

AI

Published

December 31, 2022

Title Reading Time
Working with Neural Nets 9 min
The Perceptron 12 min
The Multilayer Perceptron 17 min
MLPs and Backpropagation 16 min
Gradient Descent 12 min
AI by Hand 12 min
Convolutional Neural Nets 9 min
Large Language Models 7 min
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The Karplus-Strong Guitar Algorithm
Working with Neural Nets

License: CC BY-SA 2.0

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