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Awesome GitHub RepositoriesNeuroevolution Frameworks
Systems designed to evolve neural network architectures and weights using genetic algorithms.
Distinct from Neural Network Training Frameworks: Focuses specifically on evolutionary training rather than gradient-based optimization frameworks
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Awesome Neuroevolution Frameworks GitHub Repositories
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- xviniette/flappylearning
xviniette/FlappyLearning
3,993Ver en GitHubFlappyLearning is a machine learning sandbox and neural network trainer designed to simulate neuroevolutionary strategies. It provides an environment where artificial agents are evolved using genetic algorithms to optimize performance within a game simulation. The system employs a neuroevolutionary population model that utilizes feedforward neural networks to develop autonomous game agents. It manages the evolution of these agents through generation-based iteration, using fitness-based selection to determine which networks survive and reproduce. The training framework incorporates stochastic
Provides a complete framework for evolving populations of neural networks across multiple generations.
JavaScriptflappybirdmachine-learningneuroevolution
