Overview

Alpha-AutoML is an AutoML system that automatically searches for models and derives end-to-end pipelines that read, pre-process the data, and train the model. Alpha-AutoML leverages recent advances in deep reinforcement learning and is able to adapt to different application domains and problems through incremental learning.

Alpha-AutoML provides data scientists and data engineers the flexibility to address complex problems by leveraging the Python ecosystem, including open-source libraries and tools, support for collaboration, and infrastructure that enables transparency and reproducibility.

You can find the source code in our GitHub repository.

Contents:

• How Alpha-AutoML works
  • Support for Many ML Problems
  • Usability, Model Exploration and Explanation
• Installation
• Getting Started
  • Model Generation
  • Model Exploration
• Examples
• API