Stars
collection of tools for the analysis and cleaning of genome assemblies
A demonstration of public database API queries and data organisation.
Machine Learning Experiments and Work
RNA sequencing analysis pipeline using STAR, RSEM, HISAT2 or Salmon with gene/isoform counts and extensive quality control.
Using ggtree to build phylogenetic trees
Bayesian haplotype-based genetic polymorphism discovery and genotyping.
Statistics course for JHU Genomic Data Science Sequence
Notebook and raw data reconciling UK and AAFC Enterococcus metadata with deposited and used data
NCBI Prokaryotic Genome Annotation Pipeline
The new Sanger Pathogen Informatics RNA Seq analysis pipeline
Code and analyses for ASM msystems paper.
In this repo you will find demos and tutorials prepared by members of the CBIB. Feel free to use them for non-commercial activities given that you give proper credit. Have fun!
Code repository for machine learning and computational analysis of large-scale microbial genomics data (https://rdcu.be/9rHj)
Learn interpretable computational phenotyping models from k-merized genomic data
Rapid large-scale prokaryote pan genome analysis
Resistance Gene Identifier (RGI). Software to predict resistomes from protein or nucleotide data, including metagenomics data, based on homology and SNP models.
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1