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

import antigravity

def main():
       antigravity.fly()