Automated machine learning
The Machine learning protocol is systematic. Once the features are set, the model training and Model selection can be done mechanistically. There are also general guidelines on various aspects of machine learning steps. Why can’t we automate the whole thing then?
Tools and libraries
- auto-sklearn: http://automl.github.io/auto-sklearn/stable/