https://github.com/yilmaz08/genetic-neural-network-optimizer

A simple "Neural Network Optimizer" with genetically changing neuron and layer counts.
https://github.com/yilmaz08/genetic-neural-network-optimizer

genetic-algorithm neural-network neural-networks tensorflow

Last synced: 3 months ago
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A simple "Neural Network Optimizer" with genetically changing neuron and layer counts.

• Host: GitHub
• URL: https://github.com/yilmaz08/genetic-neural-network-optimizer
• Owner: yilmaz08
• License: mit
• Created: 2024-06-13T19:22:31.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-06-19T16:14:03.000Z (about 2 years ago)
• Last Synced: 2025-10-25T13:47:03.690Z (8 months ago)
• Topics: genetic-algorithm, neural-network, neural-networks, tensorflow
• Language: Python
• Homepage:
• Size: 3.91 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Genetic Neural Network Optimizer

This is a really simple and basic implementation of a genetic algorithm to train a neural network. However it is not fully functional on every aspect! It just genetically changes the neuron count on every layer and adds/removes layers but it doesn't do anything with biases or weights. So I call it a genetic NN optimizer.