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By k-dense-ai

matchms

k-dense-ai1.7k installs

Find library matches for your mass spectra.

What it does

Processes and compares tandem mass spectra with matchms to produce cleaned spectra, ranked library matches, and spectral similarity networks.

When to use it

Use for MS/MS library searching, metadata cleanup, peak filtering, similarity scoring, score matrices, and spectral networks.

How to use it

Give it mass-spectrum files and an analysis request; it produces processed spectra or comparison results, including a reproducible CSV for library searches.

What you provide

  • Your files

Uses

Good to know

  • advertises something the task does not need

Latest review

What you need · 3

Requires Python >=3.10,<3.15.

Requires uv for the documented installation and execution commands.


Access · 3

This skill

https://metabolomics-usi.gnps2.org

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Retrieves spectra from GNPS

https://arxiv.org/abs/2609.00065

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Checks the skill's citation record