Dear all,
great to meet you & I'm looking forward to working and interacting with you in the future! Looking through the group member, I have at least interacted with a few of you previously:-)
My group at the University of Gothenburg, Sweden, has a great interest in applying data science & machine learning to glycobiology-related questions. We also maintain and develop glycowork, our Python package for glycan data science / machine learning.
We thought it would be a good idea to organize a glycoinformatics competition: by providing a dataset, a challenge/problem to do predictions, and a private testing dataset to evaluate and rank entries.
In data science, that's quite common to "crowd-source" solutions to problems or get people interested in a field. I think it would be a good opportunity to (i) get people from adjacent fields interested in glycoscience and (ii) allow for fresh approaches
to problems. It's also asynchronous and therefore perfectly suited for our trans-continental community.
We have started some initial brainstorming but I would love to hear your thoughts/suggestions about topics for such a competition or anything related to this! The main goal of such an activity would be outreach/community building/education, with
an added bonus of potentially new algorithms or methods, so even questions that have already been addressed at some point can be revisited by the crowd!
In any case, I hope you have a great week!
Daniel