Introduction

What is AutoX?

AutoX is an efficient automl tool, mainly aimed at data mining competitions with tabular data. Its features include:

• SOTA: AutoX outperforms other solutions in many datasets(see performance improvement under different tasks).

• Easy to use: The design of interfaces is similar to sklearn.

• Generic & Universal: Supporting tabular data, including binary classification, multi-class classification and regression problems.

• Auto: Fully automated pipeline without human-intervention.

• Out of the box: Providing flexible modules which can be used alone.

• Summary of magics: Organize and publish magics of competitions.

What’s Included in AutoX?

• AutoX Competition: automl for machine learning competition with tabular data
• AutoX Server: automl service for online deployment.
• AutoX Interpreter: machine learning interpretation.