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Jie Zhu's Projects

irep icon irep

scripts for estimating bacteria replication rates based on population genome copy number variation

kmcp icon kmcp

Accurate metagenomic profiling && Fast large-scale sequence/genome searching

kneaddata icon kneaddata

Quality control tool on metagenomic and metatranscriptomic sequencing data, especially data from microbiome experiments.

kodama icon kodama

Fast hierarchical agglomerative clustering in Rust.

kraken2 icon kraken2

The second version of the Kraken taxonomic sequence classification system

krakentools icon krakentools

KrakenTools provides individual scripts to analyze Kraken/Kraken2/Bracken/KrakenUniq output files

krakenuniq icon krakenuniq

🐙 KrakenUniq: Metagenomics classifier with unique k-mer counting for more specific results

latex-mimosis icon latex-mimosis

A minimal & modern LaTeX template for your (bachelor's | master's | doctoral) thesis

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

lindia icon lindia

Extension package of linear regression diagonostic plots in ggplot2.

lookingglass icon lookingglass

pretrained LookingGlass language model for biological read-length DNA sequences, and related models derived from transfer learning

maaslin2 icon maaslin2

MaAsLin2: Microbiome Multivariate Association with Linear Models

maast icon maast

Microbial agile accurate SNP Typer

magphase icon magphase

Phasing for metagenomics using PacBio long reads

magpurify2 icon magpurify2

Identify and remove contaminants from metagenome-assembled genomes

maldi-learn icon maldi-learn

Software library for Maldi-Tof preprocessing and machine learning analysis.

maldi_amr icon maldi_amr

Code for the paper "Antimicrobial resistance prediction in clinical isolates through machine learning on MALDI-TOF mass spectra"

maldi_pike icon maldi_pike

Code for 'Topological and kernel-based microbial phenotype prediction from MALDI-TOF mass spectra'

megahit icon megahit

Ultra-fast and memory-efficient (meta-)genome assembler

megaqc icon megaqc

Web application to collect and visualise data across multiple MultiQC runs.

metabgc icon metabgc

A metagenomic strategy for harnessing the chemical repertoire of the human microbiome

metagraph icon metagraph

Scalable annotated de Bruijn graphs for DNA indexing, alignment, and assembly

metamap icon metamap

Snakemake workflow to map and quantify microbial genomes in metagenomic reads

metamdbg icon metamdbg

MetaMDBG: a lightweight assembler for long and accurate metagenomics reads.

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