Implementation of NEAT in Python3.
Evolving Neural Networks through Augmenting Topologies by Kenneth O. Stanley and Risto Miikkulainen.
"NEAT is a powerful method for artificially evolving neuralnetworks." It both optimizes and complexifies solutions simultaneously
Resources
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Introductory video Other videos are very relevant
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Neat Python for reference
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Class Design
To Do
- Genetic algos
- Neat paper discussion
- Read python-neat
- Directory structure
- Add Backprop implementation by 7/13/19
Genetic Algorithms 4 Steps
- Selection
- Crossover
- Mutation
- Compute Fitness
Documentation Setup
pip install Sphinx- in docs folder
sphinx-quickstart