matminer is a library that contains tools for data mining in Materials Science
matminer is an open-source Python library for performing data mining and analysis in the field of Materials Science. It is meant to make accessible the application of state-of-the-art statistical and machine learning algorithms to materials science data with just a few lines of code. It is currently in development, however it is a working code.
For more information, please see the official documentation here