Auto-Sklearn: An AutoML tool based on Bayesian Optimization

Searching the optimal pipeline through Meta-Learning, Bayesian Optimization and Ensemble Learning

Fernando López
Towards Data Science
5 min readDec 30, 2020

--

Figure 1. Auto-Sklearn | Image by Author | Icons taken from source

There is a plenty of alternatives when trying to find the right ML model as well as the right set of hyperparamters, which one is the best option? maybe there is not a unique answer. This time we are…

--

--