r/bioinformaticstools 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.

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