- AutoGluon has been designed to be an easy-to -use and easy-to-extend AutoML toolkit as per the company
- Developers to implement deep learning models on image, text or tabular data by using few lines of code with AutoGluon
According to a report by Syncedreview, Amazon Web Services has launched an open-source library named AutoGluon. It will enable developers to implement deep learning models on image, text or tabular data by using few lines of code said the report.
The report said that AutoGluon has been designed to be an easy-to -use and easy-to-extend AutoML toolkit. It can be used by both machine learning beginners and experts. As per the report, it can enable prototyping deep learning models with a few lines, automatic hyperparameter tuning, model selection and data processing. It can also provide automatic utilization of SOTA deep learning models.
Train various models under of different hyperparameter configurations
The report also mentioned that AutoGluon aims to eliminate such cumbersome processes and deliver developers a better experience. It also said that after importing the AutoGluon package, developers can specify a task of interest and load the appropriate dataset. Then, AutoGluon can automatically train various models under of different hyperparameter configurations and then return the best model.