Taking machine learning research online with OpenML

Joaquin Vanschoren, Jan N. van Rijn, Bernd Bischl
2015 Knowledge Discovery and Data Mining  
OpenML is an online platform where scientists can automatically log and share machine learning data sets, code, and experiments, organize them online, and build directly on the work of others. It helps to automate many tedious aspects of research, is readily integrated into several machine learning tools, and offers easy-to-use APIs. It also enables large-scale and real-time collaboration, allowing researchers to share their very latest results, while keeping track of their impact and reuse.
more » ... combined and linked results provide a wealth of information to speed up research, assist people while analyzing data, or automate the process altogether.
dblp:conf/kdd/VanschorenRB15 fatcat:2jnjsoaln5cufb2ywf2cabvjxu