Simple English Machine Learning¶

Welcome to Simple English Machine Learning’s documentation!¶

Table of Contents¶

  • Math for ML
    • Tensor math
      • Basics of Tensors
      • Rank of a Tensor
    • Calculus primer
      • Chain rule and Multivariable Chain rule
  • Neural Networks
    • Computational graphs and gradient flows
      • Prerequisites
      • What is a computational graph?
      • Derivatives on Computational Graphs
      • References
    • Feedforward Neural Networks
      • Notation and terminology for feedforward neural networks
      • Feedforward step of a basic feedforward neural network
  • Natural Language Processing
    • Text Preprocessing
      • TF-IDF (Term Frequency * Inverse Document Frequency)

Indices and tables¶

  • Index

  • Module Index

  • Search Page

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import antigravity

def main():
       antigravity.fly()

Simple English Machine Learning

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Table of Contents

  • Math for ML
  • Neural Networks
  • Natural Language Processing

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