AlphaD3M: Machine Learning Pipeline Synthesis

Iddo Drori, Yamuna Krishnamurthy, Remi Rampin +5

We introduce AlphaD3M, an automatic machine learning (AutoML) system based on meta reinforcement learning using sequence models with self play. AlphaD3M is based on edit operations…