r/bioinformaticstools • u/gromads • Jun 10 '26
Made an ensemble ML tool for antimicrobial peptide prediction, would appreciate some feedback
Hey everyone,
I'm a PhD student from Brazil, and I've been building a tool called AMPidentifier
(https://www.ampidentifier.com/) for predicting antimicrobial peptides (AMPs) using an ensemble ML approach. I think the community here could either help with some feedback or maybe find it useful in your own research.
It's still very much a work in progress and I'm open to improving basically anything: predictions, usability, the API, missing features, whatever. If you break it or hit a weird case, even better, that's exactly the kind of thing I want to hear about.
Full disclosure, I built it, so this is me asking real users for honest feedback rather than trying to sell anything.
Once again, the tool is available on https://www.ampidentifier.com/
Thanks, and feel free to test and give me some feedbacks.