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@bigbio

BigBio Stack

Provide big data solutions Bioinformatics

Welcome to bigbio 👋

bigbio is an open-source organization dedicated to advancing bioinformatics and computational proteomics and multiomics research. We develop scalable tools, workflows, and libraries to support complex experimental designs in proteomics, genomics and multiomics. Our mission is to empower researchers with accessible, efficient, and cutting-edge solutions for data analysis and integration.

🌟 Key Projects

🔬 Proteomics and Quantitative Analysis

  • quantms: A comprehensive workflow for proteomics experiments supporting DDA-LFQ, DDA-Isobaric, and DIA-LFQ quantification.
  • qpx: A proteomics quantification format extending mzTab for large-scale datasets.
  • ibaqpy: A package for absolute quantification based on the quantms.io format.
  • quantms.org: Code for quantms.org, a resource for reanalysis and public proteomics data.

🧪 Multiomics and Metadata Tools

⚡ Workflow Utilities

  • pmultiqc: A QC report library based on the MultiQC framework.
  • spectrafuse: An incremental clustering pipeline for quantms data.
  • quantms-utils: Helper scripts and classes for the quantms workflow.
  • quantms-rescoring: Helper functions and scripts for quantms and ms2rescore.

🤝 Contributions

We welcome contributions from the community! Whether it's bug fixes, feature suggestions, or documentation improvements, every contribution helps drive bioinformatics research forward.

🔗 Stay Connected

Join us on this journey to revolutionize data analysis in proteomics and beyond!

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  1. proteomics-sample-metadata proteomics-sample-metadata Public

    The Proteomics sample metadata: Standard for experimental design annotation in proteomics datasets

    98 111

  2. quantms quantms Public

    Quantitative mass spectrometry workflow. Currently supports proteomics experiments with complex experimental designs for DDA-LFQ, DDA-Isobaric and DIA-LFQ quantification.

    Nextflow 64 52

Repositories

Showing 10 of 55 repositories
  • pmultiqc Public

    A library for QC report based on MultiQC framework

    bigbio/pmultiqc’s past year of commit activity
    Python 24 MIT 19 5 2 Updated Dec 24, 2025
  • quantms-rescoring Public

    quantms and ms2rescore helper functions and scripts

    bigbio/quantms-rescoring’s past year of commit activity
    Python 1 Apache-2.0 1 0 0 Updated Dec 24, 2025
  • onsite Public

    onsite: posttranslation modification site localization

    bigbio/onsite’s past year of commit activity
    Python 2 MIT 1 0 1 Updated Dec 23, 2025
  • qpx Public

    qpx (Quantitative Proteomics eXchange) format (aka quantms.io) a format to capture a full proteomics experiment

    bigbio/qpx’s past year of commit activity
    Python 14 Apache-2.0 6 24 (1 issue needs help) 2 Updated Dec 23, 2025
  • hvantk Public

    Hail variant annotation toolkit

    bigbio/hvantk’s past year of commit activity
    Python 0 MIT 0 6 (1 issue needs help) 1 Updated Dec 18, 2025
  • quantms Public

    Quantitative mass spectrometry workflow. Currently supports proteomics experiments with complex experimental designs for DDA-LFQ, DDA-Isobaric and DIA-LFQ quantification.

    bigbio/quantms’s past year of commit activity
    Nextflow 64 MIT 52 55 (3 issues need help) 5 Updated Dec 18, 2025
  • nf-modules Public

    quantms and other bigbio workflows modules in nf-core, nextflow standards

    bigbio/nf-modules’s past year of commit activity
    Nextflow 0 MIT 1 0 1 Updated Dec 17, 2025
  • GainPro Public Forked from QuantitativeBiology/GainPro

    GainPro is a PyTorch implementation of Generative Adversarial Imputation Networks (GAIN) for imputing missing iBAQ values in proteomics datasets.

    bigbio/GainPro’s past year of commit activity
    Jupyter Notebook 0 BSD-3-Clause 2 0 0 Updated Dec 15, 2025
  • crosslinking-datasets Public

    Crosslinking datasets to be annotated

    bigbio/crosslinking-datasets’s past year of commit activity
    Python 0 0 0 0 Updated Dec 14, 2025
  • pycross Public

    Crosslinking workflow

    bigbio/pycross’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Dec 10, 2025

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