None ||| Skills: Machine Learning, Hyperparameter Tuning ||| URL: Link to Notebook
Using Robert Axelrod's Model of Adaptive Culture, this project uses a genetic algorithm to evolve a population of Machine Learning agents by using a variety of methods of 'cultural exchange' to tune hyperparameters. The model fine-tunes selected hyperparameters to improve the performance of the final model with greater speed than traditional methods.