![]() AutoKeras encapsulates the complex process of building and training deep neural networks into a very simple and accessible interface, which enables novice users to solve standard machine learning problems with a few lines of code. ![]() To enable people with limited machine learning and programming experience to adopt deep learning, we developed AutoKeras, an Automated Machine Learning (AutoML) library that automates the process of model selection and hyperparameter tuning. Despite recent progress in software usability, deep learning remains a highly specialized occupation. To use deep learning, one needs to be familiar with various software tools like TensorFlow or Keras, as well as various model architecture and optimization best practices. Haifeng Jin, François Chollet, Qingquan Song, Xia Hu 24(6):1−6, 2023. ![]() AutoKeras: An AutoML Library for Deep Learning ![]()
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