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functional-annotation

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This is the digital version of my master project's logbook that is created by using Streamlit Python package to document all the command lines and codes that I ran to do my project so that other researchers can later reproduce the exact same analysis results

  • Updated Sep 24, 2026
  • Jupyter Notebook

A reproducible modern re-analysis of the O67940_AQUAE protein-function case study, rebuilding the evidence chain behind annotation transfer with current databases, AlphaFold, structural comparison, residue mapping, provenance tracking, and explicit limits on what the computational workflow can and cannot prove.

  • Updated Aug 26, 2026
  • Python

Bakta and Prokka call the same 87,859 CDS regions in 25 complete bacterial genomes, then give 51.7% of them different product names. Both wrap Prodigal, so they agree on gene boundaries and diverge on function. Grouped-by-genome ML shows the disagreement tracks database coverage, not sequence.

  • Updated Aug 23, 2026
  • Python

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