Automated Machine Learning : Hyperparameter optimization, neural architecture search, and algorithm selection with cloud platforms

Automated Machine Learning : Hyperparameter optimization, neural architecture search, and algorithm selection with cloud platforms

Adnan Masood

Språken
FörlagPackt Publishing
ISBN9781800565524

Every machine learning engineer deals with systems that have hyperparameters, and the most basic task in automated machine learning (AutoML) is to automatically set these hyperparameters to optimize performance. The latest deep neural networks have a wide range of hyperparameters for their architect