Manas: Mining Software Repositories to Assist AutoML

2 code implementations • 6 Dec 2021 • Giang Nguyen, Md Johir Islam, Rangeet Pan, Hridesh Rajan

Recent work on AutoML, more precisely neural architecture search (NAS), embodied by tools like Auto-Keras aims to solve this problem by essentially viewing it as a search problem where the starting point is a default CNN model, and mutation of this CNN model allows exploration of the space of CNN models to find a CNN model that will work best for the problem.

Image Classification Neural Architecture Search