Automating Deep Learning: A Gentle Introduction to AutoKeras and Keras Tuner

AutoKeras and Keras Tuner are two accessible AutoML libraries designed to streamline the process of model development and hyperparameter tuning in deep learning. AutoKeras offers automated neural architecture search, enabling users to quickly identify optimal models without extensive manual experimentation, while Keras Tuner simplifies hyperparameter optimization through an intuitive interface, significantly reducing development time. These tools collectively empower data scientists and developers to enhance model performance efficiently, making advanced deep learning techniques more approachable for a broader audience.