Automated Machine Learning (AutoML) Sample Code

This repository includes sample code for the Automated Machine Learning (AutoML) tools AutoGluon, AutoKeras, AutoSklearn, H2O, PyCaret, and TPOT.

Sample code are in the Jupyter Notebook pages. Data for the sample code are in the csv files. The code has been tested on Google Colab. The csv data for classification and regression examples are adopted from Kaggle.com

If you utilize this repository, please cite the following publication:

• Topsakal, O., & Akıncı, T. C. (2023). Classification and Regression Using Automatic Machine Learning (AutoML) – Open Source Code for Quick Adaptation and Comparison. Balkan Journal of Electrical and Computer Engineering, 11(3), 257-261. https://doi.org/10.17694/bajece.1312764