Integrated omics analysis for small molecule-mediated host-microbiome interactions
Advancing our understanding of molecular mechanisms of health and disease
Python library for fuzzy comparison of mass spectrum data and other Python objects
Matchms is an open-access Python package to import, process, clean, and compare mass spectrometry data (MS/MS). It allows to implement and run an easy-to-follow, easy-to-reproduce workflow from raw mass spectra to pre- and post-processed spectral data. Spectral data can be imported from common formats such mzML, mzXML, msp, metabolomics-USI, MGF, or json (e.g. GNPS-syle json files). Matchms then provides filters for metadata cleaning and checking, as well as for basic peak filtering. Finally, matchms was build to import and apply different similarity measures to compare large amounts of spectra. This includes common Cosine scores, but can also easily be extended by custom measures.
August 18, 2021
February 17, 2021
January 11, 2021