Distributed Auto-ML with TPOT with Dask
This work is supported by Anaconda Inc. This post describes a recent improvement made to TPOT. TPOT is an automated machine learning library for Python. It does some feature engineering and hyper-parameter optimization for you. TPOT uses genetic algorithms to evaluate which models are performing well and how to choose new models to try out in the next generation. Parallelizing TPOT In TPOT-730, we made some modifications to TPOT to support distributed training....