Analyze biological sequences, phylogenetics, and diversity with Python.
npx skills add https://github.com/JosephWoodall/noosphere --skill scikit-bio-josephwoodall
Please help me install this Agent Skill. Skill: scikit-bio Source: https://github.com/JosephWoodall/noosphere/tree/main/.agent/skills/scikit-bio Command: npx skills add https://github.com/JosephWoodall/noosphere --skill scikit-bio-josephwoodall
Large-scale biological data analysis requires a cohesive set of tools for sequences, phylogenetics, diversity metrics, and data I/O. scikit-bio provides a comprehensive Python library that unifies these capabilities, enabling researchers to perform end-to-end analyses without switching tools.
Load a sample BIOM table and compute alpha diversity, then run a PCoA ordination.
High-intent search queries and answers about installing and using this skill.
To compute alpha and beta diversity for microbiome data, load your dataset into a BIOM table and apply the built-in statistical functions. This yields robust diversity metrics for analyzing ecological communities.
The best way to perform PCoA ordination on biological data is to integrate your sample data with BIOM tables to calculate distance matrices. This visualizes ecological similarities and differences across samples.
To parse and convert bioinformatics file formats like FASTA, FASTQ, GenBank, and Newick, use the comprehensive file I/O API. This facilitates reproducible workflows by ensuring seamless format conversion.
Constructing and visualizing phylogenetic trees from sequence data is fully supported through built-in distance metrics and tree visualization tools. This allows researchers to study evolutionary relationships directly.
Yes, scikit-bio supports sequence manipulation, alignment, and motif searching for DNA, RNA, and protein data. This provides researchers with essential tools for detailed genetic sequence analysis.
OwnLabAIAnalyze biological sequence, alignment, tree, and diversity data with a Python API.
Victory-HugoAnalyze biological sequences, alignments, and diversity with scikit-bio.
HolobiomicsLabProcess biological data for sequencing, phylogeny, and ecological analyses.
CRAG666Compute distances, diversity metrics, and ordinations from biological sequences and trees.
