Releases: irycisBioinfo/BacTaxID
BacTaxID V1.0
BacTaxID v1.0.0 – Universal Bacterial Classification System
BacTaxID is a next-generation bacterial genomic classification platform that provides rapid, accurate, and scalable hierarchical clustering of bacterial genomes. Built to overcome the computational limitations of traditional approaches, BacTaxID leverages k-mer profiling with ANI distance and an optimized set of hierarchical clustering thresholds to deliver reliable taxonomic assignments.
Key Features:
k-mer-based analysis: Fast and memory-efficient comparison of bacterial genomes using k-mer profiles
MASH distance calculations: Implements sketching algorithms for accurate similarity assessment of large genomic datasets
Hierarchical clustering: Organizes genomes into a multilevel classification structure with scientifically-validated cutoffs
High scalability: Efficiently processes thousands of bacterial isolates in a single analysis
Taxonomic accuracy: Delivers reliable strain-level classification suitable for antimicrobial resistance surveillance and molecular epidemiology studies
Applications:
BacTaxID is designed for microbiology researchers, epidemiologists, and genomicists requiring rapid bacterial strain classification for genomic surveillance, outbreak investigation, antimicrobial resistance profiling, and comparative genomics studies.