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NEAT-Algorithm

Attempt at creating the NeuroEvolution of Augmenting Topologies (NEAT) from scratch

I was reading a paper on it while do research for another machine learning project. This looked interesting so I wanted to recreate it. :)

  • stanley.ec02.pdf : The paper on the NEAT Algorithm that I am referring to (Source: https://nn.cs.utexas.edu/soft-view.php?SoftID=4)
  • AlgoTestNEAT.ipynb : Jupyter Notebook to code
  • AlgoTestGame.ipynb : Eventual game/ simulation for the machine to train on (Not working on this yet)
  • Yet to add a folder for actual modules/ files

Note: I have been working on this on and off for quite a while so no idea when it will be done

Timeframe Progress
2022/ 2023/ I forgot the date Main Node, Connection, Genome classes
Mid 2025 Debugging/ adding more mutations

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Attempt at creating the NEAT Algorithm from scratch

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