Microsoft has announced a new feature on Azure Machine Learning  and is now capable of running just the partially selected modules.

This article is mainly aimed for Japanese audience. For further information in English, visit the link below:

https://blogs.technet.microsoft.com/machinelearning/2016/06/21/running-selective-parts-of-an-azure-ml-experiment/