binary_classifier

command
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Published: May 14, 2026 License: MIT Imports: 8 Imported by: 0

README

Binary classification example

This example tries to train the same neural-net based binary classifier as in the The spelled-out intro to neural networks and backpropagation: building micrograd video of the "Neural Networks: Zero to Hero" series taught by Andrej Karpathy.

How to train?

  • Use the computational graph approach:

    go run .
    
  • Use precomputed gradient formula (array-based MLP) approach:

    go run . --arr
    

Network Illustration

Binary Classification Model

Binary Classification Data Illustration

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