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matchms

matchms is a toolkit for cleaning, processing and comparing tandem mass spectra.

0 evaluations · 0 metric rows

At a glance

Explanatory profile: source reviewed · Automated source review, 2026-09-16. This does not change the review status of its results.

Inputs, outputs and configuration
PropertyDescription and evidence
Method classMass-spectral processing and comparison softwarematchms/matchms official source · README.rst: opening description and supported workflows
Known versionsNot extracted or verified for this record.
Training dataNot extracted or verified for this record.
Context limitsNot extracted or verified for this record.
AccessNot extracted or verified for this record.
Code licenceNot extracted or verified for this record.
Weights licenceNot extracted or verified for this record.

How it works

Conceptual procedure

Schematic of the documented input, computation and output; not an executable configuration.

Conceptual procedureMS/MS files. Then: Metadata and peak cleaning. Then: Similarity measure. Then: Pairwise comparison. Then: Scores and matchesMS/MS filesMetadata and peak cleaningSimilarity measurePairwise comparisonScores and matches
Read the diagram as text
  1. MS/MS files
  2. Metadata and peak cleaning
  3. Similarity measure
  4. Pairwise comparison
  5. Scores and matches
matchms/matchms official source · README.rst: opening description and supported workflows

Spectra and metadata are imported, filtered and validated before a selected pairwise similarity measure is applied. Learned similarity plug-ins are separate methods from the core processing toolkit.

matchms/matchms official source · README.rst: opening description and supported workflows

Benchmarks and results

Release 2026-09-16-d74d282221a9 · 0 evaluations · 0 metric rows. Different protocols are not a single leaderboard.

No evaluations linked in this release.

Strengths and limitations

Strengths supported by sources

  • Makes preprocessing and similarity choices explicit and extensible.matchms/matchms official source · README.rst: opening description and supported workflows

Limitations and conditions

  • Different filtering rules or similarity plug-ins define different pipelines; the toolkit name is not a unique evaluated model.matchms/matchms official source · README.rst: opening description and supported workflows
Profile review details

Primary project documentation or paper inspected for the explanatory claims and cited locations. Reviewed coverage concerns this narrative, not complete metadata, independent reproduction or a performance ranking.

Stable record: discovery-model-matchms

Applicable tests and references

Applicability is distinct from a completed evaluation.

Sources and history

Release 2026-09-16-d74d282221a9 · Record review: discovered

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Technical metadata and extraction receipts

Stable ID: discovery-model-matchms

areas
metabolomics
access
official_source_linked
benchmark applicability
candidate; not evidence of a reported evaluation
candidate benchmark ids
discovery-benchmark-massspecgym
entity level
method
missing metadata
checkpoint: unextracted; code licence: unextracted; parameters: unextracted; training cutoff: unextracted; training data: unextracted; version: unextracted; weights licence: unextracted
reported name
matchms
version
Not reported
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