hash.tsv

#targets	base_image	image_build
bioblend=1.0.0,galaxyxml=0.4.14,git=2.38.1,planemo=0.75.3
cooltools=0.5.1,ucsc-bedgraphtobigwig=377
cooltools=0.5.4,ucsc-bedgraphtobigwig=377
python=3.9,scipy=1.8.0,numpy=1.22.3,iced=0.5.10,bx-python=0.8.13,pysam=0.19.0
python=3.9,pandas=1.3.0,seaborn=0.11.0
bwa=0.7.17,samtools=1.10,samblaster=0.1.24	bgruening/busybox-bash:0.1	1
bowtie=1.1.1,picard=2.23.3	bgruening/busybox-bash:0.1	0
bwa-mem2=2.0,bwakit=0.7.17.dev1,samtools=1.10	bgruening/busybox-bash:0.1	0
bwa-mem2=2.0,samtools=1.10	bgruening/busybox-bash:0.1	0
bwa-mem2=2.1,samtools=1.11	bgruening/busybox-bash:0.1	0
bwa-mem2=2.2,samtools=1.11	bgruening/busybox-bash:0.1	0
bwa-mem2=2.2.1,bwakit=0.7.17.dev1,samtools=1.15.1	bgruening/busybox-bash:0.1	0
bwa-mem2=2.2.1,samtools=1.12	bgruening/busybox-bash:0.1	0
bwa-mem2=2.2.1,samtools=1.14	bgruening/busybox-bash:0.1	0
bwa-mem2=2.2.1,samtools=1.15	bgruening/busybox-bash:0.1	0
bwa-mem2=2.2.1,samtools=1.15.1	bgruening/busybox-bash:0.1	0
bwa-mem2=2.2.1,samtools=1.16.1	bgruening/busybox-bash:0.1	0
hisat2=2.2.0,samtools=1.10	bgruening/busybox-bash:0.1	0
hisat2=2.2.0,samtools=1.15.1	bgruening/busybox-bash:0.1	0
hisat2=2.2.1,samtools=1.15.1	bgruening/busybox-bash:0.1	0
hisat2=2.2.1,samtools=1.16.1	bgruening/busybox-bash:0.1	0
bwa=0.7.17,samtools=1.10	bgruening/busybox-bash:0.1	0
bwa=0.7.17,samtools=1.12	bgruening/busybox-bash:0.1	0
bwa=0.7.17,samtools=1.15	bgruening/busybox-bash:0.1	0
bwa=0.7.17,samtools=1.15.1	bgruening/busybox-bash:0.1	0
bwa=0.7.17,samtools=1.16.1	bgruening/busybox-bash:0.1	0
bwakit=0.7.17.dev1,samtools=1.10	bgruening/busybox-bash:0.1	0
bwa=0.7.15,samtools=1.3.1	bgruening/busybox-bash:0.1	0
bwa=0.7.17,samtools=1.6	bgruening/busybox-bash:0.1	0
blast=2.6.0,diamond=0.8.9,megahit=1.1.1,pauda=1.0.1,spades=3.9.0,velvet=1.2.10	bgruening/busybox-bash:0.1	0
bwa=0.7.15,samtools=1.3.1,bedtools=2.26.0gx,boost=1.64.0,boost-cpp=1.64.0,bowtie2=2.3.2,bwa=0.7.8,gsl=2.2.1,htslib=1.4.1,jinja2=2.9.5,macs2=2.1.1.20160309,matplotlib=2.0.2,metaseq=0.5.6,numpy=1.12.1,pandas=0.20.1,picard=2.9.2,pybedtools=0.7.9,pyfaidx=0.4.8.1,pysam=0.9.1.4,python-levenshtein=0.12.0,sambamba=0.6.6,samtools=1.4.1,scipy=0.19.0,trim-galore=0.4.3,ucsc-bedclip=332,ucsc-bedcoverage=332,ucsc-bedgraphtobigwig=332,ucsc-bedsort=332	bgruening/busybox-bash:0.1	0
canu=1.5,miniasm=0.2_r159,pacbio_falcon=052016,pilon=1.22	bgruening/busybox-bash:0.1	0
tensorflow=1.4.0,tensorboard=0.4.0rc3,matplotlib=2.1.0,numpy=1.13.3,scipy=0.19.1,libgcc	bgruening/busybox-bash:0.1	0
migmap=1.0.2,tophat=2.1.1,trinity=date.2011_11_26	bgruening/busybox-bash:0.1	0
r-optparse=1.4.4,r-seurat=2.3.1	bgruening/busybox-bash:0.1	0
anndata=0.6.13,loompy=2.0.16,r-seurat=2.3.4,qt=5.6.2	bgruening/busybox-bash:0.1	0
astropy=3.0.5=py37h7b6447c_1	bgruening/busybox-bash:0.1	0
flashlfq=0.1.111=0	bgruening/busybox-bash:0.1	0
moods=1.9.0,pybigwig=0.3.4,pysam=0.9.1.4	bgruening/busybox-bash:0.1	0
bwa=0.7.17,picard=2.18.7	bgruening/busybox-bash:0.1	0
bedtools=2.26.0,python=2.7.14,numpy=1.13.3,matplotlib=2.1.0	bgruening/busybox-bash:0.1	0
bc=1.06,jq=1.6,sed=4.4,seqtk=1.2	bgruening/busybox-bash:0.1	0
gawk=4.2.0	bgruening/busybox-bash:0.1	0
coreutils=8.30=h14c3975_1000	bgruening/busybox-bash:0.1	0
coreutils=8.31=h14c3975_0	bgruening/busybox-bash:0.1	0
perl=5.22.0.1=0	bgruening/busybox-bash:0.1	0
samtools=1.9,gnuplot=5.2.3,perl=5.26	bgruening/busybox-bash:0.1	0
snpeff=4.1	bgruening/busybox-bash:0.1	0
pandas=0.24.2,scipy=1.3.0	bgruening/busybox-bash:0.1	0
deeptools=3.1.2,samtools=1.7	bgruening/busybox-bash:0.1	0
wget=1.20.1	bgruening/busybox-bash:0.1	0
wget=1.21.4
gawk=5.0.1	bgruening/busybox-bash:0.1	0
pyiron=0.2.2	bgruening/busybox-bash:0.1	0
pyiron=0.2.2,lammps=2019.06.05	bgruening/busybox-bash:0.1	0
seqtk=1.3,perl=5.22.0.1=0,perl-bioperl=1.6.924	bgruening/busybox-bash:0.1	0
git-lfs=2.4.0,git=2.20.1	bgruening/busybox-bash:0.1	0
varscan=2.4.3,samtools=1.6,tabix=0.2.6	bgruening/busybox-bash:0.1	0
git-lfs=2.4.0,git=2.20.1,coreutils=8.31,pypgatk=0.0.4	bgruening/busybox-bash:0.1	0
click=7.0,pyvcf=0.6.8,python=3.5	bgruening/busybox-bash:0.1	0
click=7.0,pyvcf=0.6.8,python=3.5,pybedtools=0.8	bgruening/busybox-bash:0.1	0
qualimap=2.2.2a,perl-bioperl=1.6.924	bgruening/busybox-bash:0.1	0
qualimap=2.2.2d,samtools=1.12	quay.io/bioconda/base-glibc-busybox-bash:latest	0
qualimap=2.2.2d,samtools=1.15	quay.io/bioconda/base-glibc-busybox-bash:latest	0
qualimap=2.2.2d,samtools=1.15.1	quay.io/bioconda/base-glibc-busybox-bash:latest	0
qualimap=2.2.2d,samtools=1.16.1	quay.io/bioconda/base-glibc-busybox-bash:latest	0
aniso8601=8.0.0,requests=2.22	bgruening/busybox-bash:0.1	0
jinja2=2.10,pathlib=1.0.1	bgruening/busybox-bash:0.1	0
umi_tools=0.5.5	bgruening/busybox-bash:0.1	0
array-as-vcf=1.0.0,tabix=0.2.6	bgruening/busybox-bash:0.1	0
array-as-vcf=1.0.1,tabix=0.2.6	bgruening/busybox-bash:0.1	0
cyvcf2=0.11.5,click=6.7	bgruening/busybox-bash:0.1	0
vtools=1.0.0,jq=1.6	bgruening/busybox-bash:0.1	0
pgx-variant-tools=0.0.2=py_2,locus_processing=0.0.4,snakemake-minimal=5.10.0,biopython=1.76,pyyaml=3.12	bgruening/busybox-bash:0.1	1
biopython=1.76,pybedtools=0.8.1,locus_processing=0.0.4,pyyaml=3.12	bgruening/busybox-bash:0.1	0
varscan=2.4.2,samtools=1.3.1,tabix=0.2.6,grep=2.14	bgruening/busybox-bash:0.1	0
bedtools=2.27.1,grep=2.14,gawk=5.0.1	bgruening/busybox-bash:0.1	0
bedtools=2.27.1,grep=2.14,gawk=5.0.1,click=7,python=3.7	bgruening/busybox-bash:0.1	0
bedtools=2.17.0--0,python=2.7.13	bgruening/busybox-bash:0.1	0
bedtools=2.23.0,pandas=1.5.2
bioconductor-rtracklayer=1.42.1,bioconductor-biostrings=2.50.2,r-optparse=1.6.4	bgruening/busybox-bash:0.1	0
bioconductor-dropletutils=1.6.1,openblas=0.3.9,r-matrix=1.2,r-ggplot2=3.2.1,r-optparse=1.6.4,r-gridextra=2.3,bioconductor-delayedarray=0.12.0	bgruening/busybox-bash:0.1	0
scipy=1.4.1,pandas=1.0.1	bgruening/busybox-bash:0.1	0
scipy=1.4.1,pandas=1.0.1,file=5.37	bgruening/busybox-bash:0.1	0
bx-python=0.7.1,galaxy-ops=1.0.0	bgruening/busybox-bash:0.1	1
r-seurat=3.1.5,r-rmarkdown=2.2	bioconda/extended-base-image:latest	0
biopython=1.76
cutadapt=1.8,perl
singularity=3.5.3
bioconductor-biocgenerics=0.30.0,bioconductor-summarizedexperiment=1.14.0,metaphlan2=2.9.21,python=3.7.3,pyyaml=5.1.2,r-argparse=2.0.1,r-base=3.6.1,r-basejump=0.11.18,r-bcbiobase=0.6.10,r-bcbiornaseq=0.3.28,r-brio=0.3.11,r-deseqanalysis=0.2.10,r-goalie=0.3.10,sambamba=0.7.0
bedtools=2.29.0,bioconductor-biocparallel=1.18.0,bioconductor-deseq2=1.24.0,bioconductor-limma=3.40.2,bioconductor-rhdf5=2.28.0,bioconductor-rtracklayer=1.44.2,bioconductor-tximport=1.12.3,bx-python=0.8.4,fastqc=0.11.7,gatk4=4.1.3.0,gffread=0.11.4,kallisto=0.46.0,kraken2=2.0.8_beta,multiqc=1.7,ngmerge=0.3,numpy=1.17.2,openjdk=8.0.192=h14c3975_1003,pandas=0.25.1,picard=2.19.2,pysam=0.15.4,python=3.6.7,qualimap=2.2.2c,r-argparse=2.0.1,r-data.table=1.12.2,r-dplyr=0.8.3,r-magrittr=1.5,rna-seqc=2.3.4,r-readr=1.3.1,r-stringi=1.4.3,r-xlsx=0.6.1,salmon=1.1.0,sambamba=0.7.0,samtools=1.9,star=2.7.2b,tzcode,ucsc-gtftogenepred=377	bgruening/busybox-bash:0.1	1
r-readr=1.3.1
ambertools=20.4
picard=2.22.8--0,bwa=0.7.17	bgruening/busybox-bash:0.1	0
whatshap=1.0--py37h9a982cc_1,tabix=0.2.6--ha92aebf_0	bgruening/busybox-bash:0.1	0
r-gridextra=2.3,bioconductor-cardinal=2.6.0	bioconda/extended-base-image:latest	0
rsem=1.3.3,star=2.7.6a	bgruening/busybox-bash:0.1	0
perl-io-uncompress-gunzip=2.064,pigz=2.3.4
bowtie2=2.4.1,samtools=1.9,pigz=2.3.4
bedtools=2.29.0,pigz=2.3.4
pandas=0.24.2,pigz=2.3.4
star=2.7.5b,samtools=1.9,pigz=2.3.4
umi_tools=1.0.1,samtools=1.1.0
icount=2.0.0,bedtools=2.28.0,pigz=2.3.4
r-base=4.0.2,seacr=1.3,bedtools=2.29.2
r-base=4.0.2,seacr=1.3,bedtools=2.30.0
nanopolish=0.13.2,samtools=1.10,minimap2=2.17
r-base=4.0.3,r-optparse=1.6.6,r-ggplot2=3.3.2,r-rcolorbrewer=1.1_2,r-pheatmap=1.0.12,bioconductor-deseq2=1.28.0,bioconductor-biocparallel=1.22.0,bioconductor-tximport=1.16.0,bioconductor-complexheatmap=2.4.2
fates-emerald=2.0.1	bioconda/extended-base-image:latest	0
trimmomatic=0.38,coreutils=8.25	bgruening/busybox-bash:0.1	0
python=3.7
python=3.8
python=3.9
samtools=1.11,bowtie=1.3.0
samtools=1.15.1,bowtie=1.3.0
samtools=1.16.1,bowtie=1.3.0
searchgui=4.0.4,zip=3.0	bioconda/extended-base-image:latest	0
bowtie2=2.4.2,samtools=1.11,pigz=2.3.4
r-base=4.0,bioconductor-edger=3.32.0,bioconductor-limma=3.46.0,r-rjson=0.2.20,r-getopt=1.20.3,r-statmod=1.4.35,r-scales=1.1.1	bgruening/busybox-bash:0.1	0
qcat=1.1.0,pigz=2.3.4	bgruening/busybox-bash:0.1	0
r-base=4.0.2,r-devtools=2.3.2,r-gmodels=2.18.1,r-optparse=1.6.6,bioconductor-deseq2=1.30.0,bioconductor-edger=3.32.0,bioconductor-genomicalignments=1.26.0,bioconductor-org.hs.eg.db=3.12.0,bioconductor-rsubread=2.4.0
r-base=4.0.3,r-reshape2=1.4.4,r-optparse=1.6.6,r-ggplot2=3.3.3,r-scales=1.1.1,r-viridis=0.5.1,r-tidyverse=1.3.0,bioconductor-biostrings=2.58.0,bioconductor-complexheatmap=2.6.2
metabat2=2.15,python=3.6.7,biopython=1.74,pandas=1.1.5
cd-hit=4.8.1,exonerate=2.4,blast=2.11.0
trinity=2.9.1,pigz=2.3.4
biopython=1.78,pandas=1.1.2,numpy=1.18.1
r-reshape2=1.4.4,r-plotly=4.9.2.1,plotly-orca=3.4.2,r-ggplot2=3.3.0,r-svglite=1.2.3,r-ggthemes=4.2.0,r-knitr=1.29,r-rmarkdown=2.3,r-kableextra=1.1.0
velvet=1.2.10,oases=0.2.09
pandas=1.1.5
fred2=2.0.6,mhcflurry=1.4.3,mhcnuggets=2.3.2
changeo=1.0.2,igblast=1.15.0
homer=4.11,samtools=1.11,r-base=4.0.2,bioconductor-deseq2=1.30.0,bioconductor-edger=3.32.0,perl=5.26.2
umi_tools=1.1.1,samtools=1.10
pigz=2.3.4
jq=1.6
openjdk=8.0.121,python=2.7
r-base=4.0.3,r-shazam=1.0.2,r-tigger=1.0.0
r-base=4.0.3,r-shazam=1.0.2,r-tigger=1.0.0,tzdata=2021a
wget=1.20.1,biopython=1.78,igblast=1.15.0
cat=4.6,diamond=2.0.6	quay.io/bioconda/base-glibc-busybox-bash:2.1.0	1
changeo=1.0.2,r-base=4.0.3,r-alakazam=1.0.2,igphyml=1.1.3
changeo=1.0.2,r-base=4.0.3,r-alakazam=1.0.2,phylip=3.697
r-base=4.0.3,r-alakazam=1.0.2,r-shazam=1.0.2
yara=1.0.2,samtools=1.12
yara=1.0.2,samtools=1.15.1
yara=1.0.2,samtools=1.16.1
pysam=0.16.0.1,biopython=1.78
rapidnj=2.3.2,biopython=1.78
r-base=4.1.1,r-optparse=1.7.1,r-argparse=2.1.3,bioconductor-genomicfeatures=1.46.1,bioconductor-grohmm=1.28.0
kraken2=2.1.1,pigz=2.6
merqury=1.1,tar=1.34,findutils=4.6.0
star=2.6.1d,samtools=1.10
star=2.6.1d,samtools=1.10,gawk=5.1.0
planemo=0.74.3,git=2.30.2,galaxyxml=0.4.14
minimap2=2.18,samtools=1.12
changeo=1.0.2,igblast=1.15.0,wget=1.20.1
changeo=1.3.0,igblast=1.22.0,wget=1.20.1	quay.io/bioconda/base-glibc-busybox-bash:2.1.0	1
r-base=4.0.3,r-alakazam=1.0.2,r-shazam=1.0.2,r-kableextra=1.3.4,r-knitr=1.33,r-rmarkdown=2.8,r-stringr=1.4.0,r-dplyr=1.0.6
bioconductor-biomart=2.46.3,bioconductor-deseq2=1.30.1,bioconductor-genomicranges=1.42.0,bioconductor-rtracklayer=1.50.0,bioconductor-txdb.hsapiens.ucsc.hg19.knowngene=3.2.2,r-base=4.0.3,r-dplyr=1.0.5,r-optparse=1.6.6,r-stringr=1.4.0,r-tidyr=1.1.3
biopython=1.78,pigz=2.6
python=3.9,pysam,biopython,click,pandas,numpy,ete3
python=3.9,pigz=2.6,sed=4.8
python=3.6,galaxy-ml=0.8.1
python=3.6,galaxy-ml=0.7.12
biopython=1.78,openpyxl=3.0.7,pyfastx=0.8.2,numpy=1.20.2,pandas=1.2.4
python=3.9,biopython=1.78,openpyxl=3.0.7,pandas=1.2.4,rich=10.2.2,typer=0.3.2,xlsxwriter=1.4.3
asciigenome=1.16.0,bedtools=2.30.0
r-recetox-aplcms=0.9.3,r-base=4.1.0,r-arrow=4.0.1	quay.io/bioconda/base-glibc-debian-bash:latest	0
python=3.9,pandas=1.3.0,seaborn=0.11.0
bwa=0.7.17,samtools=1.9,bcftools=1.9	quay.io/bioconda/base-glibc-debian-bash:latest	0
retropath2_wrapper=2.4.0	quay.io/bioconda/base-glibc-debian-bash:latest	0
star=2.7.9a,samtools=1.13,gawk=5.1.0
star=2.7.9a,samtools=1.15.1,gawk=5.1.0
star=2.7.9a,samtools=1.16.1,gawk=5.1.0
python=3.9,pandas=1.3.0,seaborn=0.11.0,rich=10.6.0,typer=0.3.2,bcbio-gff=0.6.6,dna_features_viewer=3.0.3
r-base=4.0.3,r-alakazam=1.0.2,r-shazam=1.0.2,r-airr=1.3.0,r-kableextra=1.3.4,r-dt=0.18,r-knitr=1.33,r-rmarkdown=2.8,r-dplyr=1.0.6
r-mass=7.3_54,r-zoo=1.8_9,r-gplots=3.1.1
jupytext=1.11.4,matplotlib=3.4.2,ipykernel=6.0.3,papermill=2.3.3,nbconvert=6.1.0
r-base=4.1.0,r-rmarkdown=2.9,r-yaml=2.2.1
r-mass=7.3_54,r-zoo=1.8_9,r-gplots=3.1.1,ghostscript
chromap=0.1,samtools=1.13
chromap=0.1.5,samtools=1.14
chromap=0.2.0,samtools=1.14
chromap=0.2.1,samtools=1.15
chromap=0.2.1,samtools=1.15.1
chromap=0.2.1,samtools=1.16.1
bbmap=38.92,samtools=1.13
bbmap=38.92,samtools=1.13,pigz=2.6
bbmap=38.92,samtools=1.15.1,pigz=2.6
bbmap=38.92,samtools=1.16.1,pigz=2.6
r-optparse=1.6.6,r-tidyverse=1.3.1,r-data.table=1.14.0,r-dtplyr=1.1.0,bioconductor-biostrings=2.58.0,bioconductor-treeio=1.14.3,r-ape=5.4_1,bioconductor-ggtree=2.4.1
mirtop=0.4.23,samtools=1.13,r-base=4.1.1
multiqc=1.11,r-tidyverse=1.3.0,r-yaml=2.2.1
megahit=1.2.9,pigz=2.6
sra-tools=2.11.0,pigz=2.6
biopython=1.78,blast=2.9.0,pysam=0.17.0
r-recetox-aplcms=0.9.3,r-base=4.1.0,r-arrow=4.0.1,r-dplyr=1.0.7	quay.io/bioconda/base-glibc-debian-bash:latest	0
samblaster=0.1.26,samtools=1.14
samblaster=0.1.26,samtools=1.15.1
samblaster=0.1.26,samtools=1.16.1
samblaster=0.1.26,samtools=1.19.2
circularmapper=1.93.5,bwa=0.7.17
clonalframeml=1.12,maskrc-svg=0.5
r-optparse=1.7.1,r-upsetr=1.4.0,bedtools=2.30.0
python=3.7.1,changeo=0.4.4,biopython=1.72,xlrd=1.2.0,r-ggplot2=3.0.0,r-reshape2=1.4.3,r-scales=0.5.0,r-seqinr=3.4_5,r-data.table=1.11.4,unzip=6.0,bash=4.4.18,tar=1.34,file=5.39,bc=1.07.1,findutils=4.6.0
snpsift=4.3.1t,python=2.7.15,pyvcf=0.6.8,pandas=0.24.2,fred2=2.0.7,mhcflurry=1.4.3,mhcnuggets=2.3.2
biopython,r-optparse=1.7.1,r-upsetr=1.4.0,bedtools=2.30.0
r-optparse=1.7.1,r-desolve=1.30
bioconductor-limma=3.50.0,bioconductor-edger=3.36.0,r-data.table=1.14.2,r-gplots=3.1.1,r-statmod=1.4.36
gatk=3.5,samtools=1.13,tabix=1.11
requests=2.26	quay.io/bioconda/base-glibc-debian-bash:latest	0
mirtop=0.4.24,samtools=1.13,r-base=4.1.1,r-data.table=1.14.2
krakenuniq=0.5.8,pigz=2.6
ambertools=21.10
gromacs=2020.2
mdtraj=1.9.6
ambertools=21.10,gromacs=2021.3,jinja2=3.0.1,parmed=3.4.3
ambertools=21.10,jinja2=3.0.1
dragmap=1.2.1,samtools=1.14,pigz=2.3.4
dragmap=1.2.1,samtools=1.15.1,pigz=2.3.4
dragmap=1.2.1,samtools=1.19.2,pigz=2.3.4
dragmap=1.3.0,samtools=1.15.1,pigz=2.3.4
dragmap=1.3.0,samtools=1.16.1,pigz=2.3.4
dfam=3.3,hmmer=3.3.2,star-fusion=1.10.0,trinity=date.2011_11_26,samtools=1.9,star=2.7.8a
changeo=1.2.0,r-base=4.1.2,r-alakazam=1.0.2,phylip=3.697
bowtie2=2.4.4,samtools=1.14,pigz=2.6
bowtie2=2.4.4,samtools=1.15.1,pigz=2.6
bowtie2=2.4.4,samtools=1.16.1,pigz=2.6
kraken2=2.1.2,pigz=2.6
prodigal=2.6.3,pigz=2.6
pyrodigal=2.1.0,pigz=2.6
openjdk,ome::bioformats2raw=0.7.0
python=3.9,matplotlib=3.5.1,pandas=1.3.5,r-sys=3.4,regex=2021.11.10,scipy=1.7.3
changeo=1.2.0,r-base=4.1.2,r-alakazam=1.2.0,phylip=3.697
changeo=1.2.0,igblast=1.17.1
changeo=1.2.0,r-base=4.1.2,r-alakazam=1.2.0,igphyml=1.1.3
bioconductor-biocparallel=1.28.0,bioconductor-csaw=1.28.0,bioconductor-edger=3.36.0,r-base=4.1.2,r-ggplot2=3.3.5,r-optparse=1.7.1
r-base=4.1.2,r-alakazam=1.2.0,r-shazam=1.1.0,r-kableextra=1.3.4,r-knitr=1.33,r-stringr=1.4.0,r-dplyr=1.0.6
python=3.9.5,samtools=1.14
bioconductor-diffbind=3.4.0,bioconductor-csaw=1.28.0,bioconductor-edger=3.36.0,r-optparse=1.7.1
r-shazam=1.1.0,r-tigger=1.0.0
bamcmp=2.2	quay.io/bioconda/base-glibc-debian-bash:latest	0
ascat=3.0.0,cancerit-allelecount=4.3.0
ascat=3.1.1,cancerit-allelecount=4.3.0
biscuit=1.2.0.20230130,samtools=1.16.1,bedtools=2.30.0,samblaster=0.1.26,gawk=5.1.0
biscuit=1.4.0.20240108,samtools=1.19,bedtools=2.31.1,dupsifter=1.2.0.20230926,gawk=5.3.0
samtools=1.14.0,bedtools=2.30.0,ucsc-facount=377,python=3.8
gatk4=4.2.0.0,r-base=4.1,r-ggplot2=3.3.5,datamash=1.1.0
gatk4=4.2.6.1,samtools=1.16.1
gatk4=4.3.0.0,samtools=1.16.1
gatk4=4.4.0.0,samtools=1.17
pyliftover=0.4,pandas=1.1.5
circle-map=1.1.4,biopython=1.77
r-tidyverse=1.3.1,r-rsqlite=2.1.1
scikit-optimize=0.9.0,matplotlib=3.5.0,pandas=1.3.5
r-ampir=1.1.0	bgruening/busybox-bash:0.1	0
r-base=4.0,r-dplyr=1.0.5,r-readr=1.4.0,r-optparse=1.6.6,bioconductor-singscore=1.10.0
python=2.7,pysam=0.17.0,flask=1.1.2,cython=0.29.14,numpy=1.16.6,scipy=1.2.1,matplotlib=2.2.5,mosek::mosek=8.0.60
samclip=0.4.0,samtools=1.15
bowtie2=2.4.5,samtools=1.15,pigz=2.6
longshot=0.4.1,samtools=1.15
biopython=1.78,pandas=1.3.5,matplotlib=3.5.1,typer=0.4.1,xlsxwriter=1.4.3
python=3.7,mash=2.0
python=3.9,matplotlib=3.5.1,pandas=1.3.5,r-sys=3.4,regex=2021.11.10,scipy=1.7.3,biopython=1.79
python=3.7,pandas=1.3.5,tabulate=0.8.9,mash=2.0
bamtools=2.5.2,samtools=1.15.1
bamtools=2.5.2,samtools=1.16.1
ncbi-datasets-cli,bash
bedtools=2.30.0,samtools=1.15.1
bedtools=2.30.0,samtools=1.16.1
pysam=0.19.0,samtools=1.15.1
mirtop=0.4.25,samtools=1.15.1,r-base=4.1.1,r-data.table=1.14.2
mirtop=0.4.25,samtools=1.16.1,r-base=4.1.1,r-data.table=1.14.2
r-base=4.1.2,r-alakazam=1.2.0,r-shazam=1.1.0,r-kableextra=1.3.4,r-knitr=1.33,r-stringr=1.4.0,r-dplyr=1.0.6,r-optparse=1.7.1
rsem=1.3.3,star=2.7.10a
star=2.7.10a,samtools=1.15.1,gawk=5.1.0
star=2.7.10a,samtools=1.16.1,gawk=5.1.0
python=2.7,pysam=0.15.2,flask=1.1.2,cython=0.29.14,numpy=1.16.6,scipy=1.2.1,matplotlib=2.2.5,mosek::mosek=8.0.60,future=0.18.2
dnaio=0.8.1,pysam=0.19.0
numpy=1.22.3,pandas=1.4.2,seaborn=0.11.2,deeptools=3.5.1,pysam=0.19.0,pyranges=0.0.115,dask=2022.4.1,upsetplot=0.6.0
epytope=3.1.0,gawk=5.1.0,tcsh=6.20.00,perl=5.32.1
pymuonsuite=0.3.0
muspinsim=2.3.0
changeo=1.2.0,igblast=1.17.1,wget=1.20.1	quay.io/bioconda/base-glibc-busybox-bash:2.1.0	0
cnvkit=0.9.9,samtools=1.15.1
cnvkit=0.9.9,samtools=1.16.1
cnvkit=0.9.10,samtools=1.16.1
cnvkit=0.9.10,samtools=1.17
cnvkit=0.9.10,samtools=1.19.2
deeptools=3.5.1,samtools=1.15.1
deeptools=3.5.1,samtools=1.16.1
r-recetox-aplcms=0.9.4,r-base=4.1.0,r-arrow=4.0.1,r-dplyr=1.0.7	quay.io/bioconda/base-glibc-debian-bash:latest	0
r-base=4.1.3,r-magrittr=2.0.3,r-dplyr=1.0.9,r-purrr=0.3.4,r-ggplot2=3.3.5,r-data.table=1.14.2
samtools=1.15.1,bedtools=2.30.0,perl=5.32.1
skewer=0.2.2,pigz=2.6
r-base=4.1.3,bioconductor-chipseeker=1.30.0,r-magrittr=2.0.3,bioconductor-genomicfeatures=1.46.1,bioconductor-clusterprofiler=4.2.0,bioconductor-annotationdbi=1.56.1,r-purrr=0.3.4,r-ggplot2=3.3.5
r-base=4.1.3,r-ggplot2=3.3.5,r-magrittr=2.0.3,r-gridextra=2.3,r-rcolorbrewer=1.1_3,r-data.table=1.14.2
r-base=4.1.3,bioconductor-diffbind=3.4.11,r-sleuth=0.30.0,r-ggplot2=3.3.5,r-magrittr=2.0.3,r-openxlsx=4.2.5
r-base,r-rmarkdown,r-knitr,r-kableextra,r-dplyr,r-tidyverse,r-tinytex
galaxyxml=0.4.14,bioblend=0.17.0
manta=1.6.0,samtools=1.15.1
manta=1.6.0,samtools=1.16.1
vcf2maf=1.6.21,ensembl-vep=106.1
aria2=1.34.0,pigz=2.6,tar=1.34
scanpy=1.9.1,python-igraph,leidenalg
pysam=0.19.1,pandas=1.4.2
aria2=1.36.0,pigz=2.6,tar=1.34
samtools=1.15.1,ultra_bioinformatics=0.0.4.1
samtools=1.15.1,ultra_bioinformatics=0.0.4.2
samtools=1.16.1,ultra_bioinformatics=0.0.4.2
samtools=1.17,ultra_bioinformatics=0.1
SetSimilaritySearch=1.0.0
vsearch=2.21.1,samtools=1.15.1
vsearch=2.21.1,samtools=1.16.1
svdb=2.6.1,samtools=1.15.1
svdb=2.7.1,samtools=1.16.1
svdb=2.8.1,samtools=1.16.1
svdb=2.8.1,samtools=1.19.2
r-base=4.1.2,changeo=1.2.0,r-alakazam=1.2.0,phylip=3.697,r-optparse=1.7.1
ont-fast5-api=0.4.1,r-tailfindr=1.3.0
gatk4=4.2.6.1,samtools=1.15.1,sambamba=1.0.1,bcftools=1.15.1,perl=5.32.1,r-base=4.1.2
bwa=0.7.17,prinseq-plus-plus=1.2.4,perl=5.26
levenshtein=0.20.1
pysam=0.19.1,edlib=1.3.9,tqdm=4.64.0
vcf2maf=1.6.21,ensembl-vep=104.3,python=3.7.12,bcftools=1.10.2
samtools=1.11,pretextmap=0.1.9
pysam=0.19.1,edlib=1.3.9,tqdm=4.64.0
bbmap=38.98,fastp=0.23.2
bcftools=1.15.1,samtools=1.15.1,python=3.8.3
p7zip=16.02
pandas=1.4.3
r-seqinr=4.2_16,bioconductor-biostrings=2.62.0,bioconductor-shortread=1.52.0
diamond=2.0.15,seqtk=1.3
vsearch=2.21.1,cd-hit=4.8.1,seqtk=1.3,bbmap=38.98
r-plotly=4.10.0,r-knitr=1.39,r-cowplot=1.1.1,r-scales=1.2.0,bioconductor-ggtree=3.2.0,r-devtools=2.4.4,r-biocmanager=1.30.18,r-rmarkdown=2.14,r-kableextra=1.3.4,r-vegan=2.6_2,r-tidyverse=1.3.2
cnvkit=0.9.8,pysam=0.19.1
fastp=0.23.2,dnaio=0.9.1
samtools=1.15.1,pandas=1.4.3	bgruening/busybox-bash:0.1	0
aria2=1.36.0
pretextmap=0.1.9,samtools=1.16.1
r-base=4.2.1
gmp=6.2.1,pandoc=2.19.2,r-seqinr=4.2_16,r-optparse=1.7.3,bioconductor-rsamtools=2.10.0,r-dplyr=1.0.10,r-plyr=1.8.7,r-stringr=1.4.1,bioconductor-shortread=1.52.0,bioconductor-genomicalignments=1.30.0,r-data.table=1.14.4,bioconductor-biomart=2.50.0,r-plotly=4.10.0,bioconductor-decipher=2.22.0,bioconductor-biostrings=2.62.0,r-parallelly=1.32.1,r-jsonlite=1.8.2
ucsc-gtftogenepred=377,ucsc-genepredtobed=377,bedtools=2.27.0
bioconductor-dexseq=1.36.0,bioconductor-drimseq=1.18.0
rmats=4.1.2,bioconductor-pairadise=1.6.0
fsnviz=0.3.0
r-base=3.6.3,r-argparser=0.6,r-dplyr=1.0.5,r-ggplot2=3.3.3,r-ggpubr=0.4.0,r-gplots=3.1.1,r-pheatmap=1.0.12,r-plyr=1.8.6,r-pvclust=2.2_0,r-rcolorbrewer=1.1_2,r-circlize=0.4.12,bioconductor-biomart=2.42.0,bioconductor-complexheatmap=2.2.0,bioconductor-deseq2=1.26.0,bioconductor-enhancedvolcano=1.4.0,bioconductor-ihw=1.14.0,bioconductor-org.hs.eg.db=3.10.0,bioconductor-pcatools=1.2.0,bioconductor-tximport=1.14.0
rxdock=2013.1.1_148c5bd1,python=3.9,parallel=20211022
r-base=3.6.3,python=2.7.15,r-argparser=0.6,r-dplyr=1.0.5
conda-forge::r-base,conda-forge::r-seurat=4.1.1,conda-forge::r-ggplot2,conda-forge::r-optparse
bioconductor-bambu=3.0.5,r-optparse
r-tidyverse=1.3.1,r-optparse
editdistance=0.6.0,pysam=0.19.1,pygtrie=2.5.0,biopython=1.79
regex=2022.1.18,biopython=1.79
bbmap=39.01,samtools=1.16.1,pigz=2.6
vcf2maf=1.6.21,ensembl-vep=107.0,samtools=1.15.1,bcftools=1.15.1
circtools,r-base
find_circ=1.2,bowtie2
r-base,r-aod,r-ggplot2,r-plyr
bbmap=38.98,seqkit=2.3.1,pigz=2.6
r-base=4.1.3,r-argparse=2.1.3,r-data.table=1.14.2
gatk4=4.3.0.0,gatktool=0.0.1
fgbio=2.0.2,bwa=0.7.17,samtools=1.16.1
fgbio=2.2.1,bwa-mem2=2.2.1,samtools=1.20
wham=1.8.0,tabix=1.11
aria2=1.36.0,rsync=3.2.7
numpy=1.20.3,pandas=1.2.5,scipy=1.4.1,matplotlib=3.5.1
bbmap=39.01,seqkit=2.3.1,pigz=2.6,csvtk=0.25.0
querynator=0.1.3
tzdata==2022g,r-fastqcr==0.1.2
gffcompare=0.11.2,biopython=1.80
python=3.11.0,biopython=1.80,pandas=1.5.2
r-base=4.1.3,r-argparse=2.1.3,r-ggplot2=3.3.5,r-data.table=1.14.2
gawk=5.1.0,parallel=20220922,pyfaidx=0.7.1
blast=2.13.0,r-gridbase=0.4.7,r-gridextra=2.3,r-hash=3.0.1,r-optparse=1.7.3,r-parallelly=1.32.1,r-stringr=1.4.1
python=3.11.0,samtools=1.16.1
chromap=0.2.4,samtools=1.16.1
biopython=1.79,dna_features_viewer=3.1.2,matplotlib=3.6.2,pandas=1.5.2
parsimonious=0.10.0
strelka=2.9.10,manta=1.6.0,samtools=1.15.1,bcftools=1.15.1,perl=5.32.1
delly=1.1.6,samtools=1.15.1,bcftools=1.15.1,perl=5.32.1
tiara=1.0.3
snp-pileup=0.6.2,r-facets=0.6.2,samtools=1.15.1,bcftools=1.15.1,perl=5.32.1
biopython=1.79,coreutils=9.1,dna_features_viewer=3.1.2,gawk=5.1.0,matplotlib=3.6.2,pandas=1.5.2
coreutils=9.1,gawk=5.1.0,grep=3.4,matplotlib=3.6.2,numpy=1.23.5,pandas=1.5.2,samtools=1.16.1
gffutils=0.11.1,biopython=1.80,pyvcf=0.6.8
python=3.10,biopython=1.80,openpyxl=3.1.0,pandas=1.5.3,rich=12.6.0,typer=0.7.0,xlsxwriter=3.0.8,numpy=1.24.2,polars=0.15.14,pyarrow=11.0.0
r-tidyverse=1.3.1,r-data.table=1.14.6,r-caret=6.0_93,r-rjson=0.2.21,r-furrr=0.3.1,r-purrr=1.0.1,r-optparse=1.7.3,r-r6=2.5.1,r-tidymodels=1.0.0
r-tidyverse=1.3.1,r-data.table=1.14.6,r-caret=6.0_93
python=3.10,biopython=1.80,openpyxl=3.1.0,pandas=1.5.3,rich=12.6.0,typer=0.7.0,xlsxwriter=3.0.8,numpy=1.24.2,polars=0.16.4,pyarrow=11.0.0
bamtools=2.5.2,samtools=1.16.1,deeptools=3.5.1,gawk=5.1.0
bedtools=2.30.0,biopython=1.79,gawk=5.1.0,matplotlib=3.6.2,numpy=1.23.5,pandas=1.5.2
biopython=1.79,pandas=1.2.3,numpy=1.21.6,tqdm=4.64.1,matplotlib=3.5.3,pip=23.0.1,python-levenshtein=0.12.0
pandas=1.4.3,pybedtools=0.9.0
pandas=1.5.2,biopython=1.79,numpy=1.23.5
pandas=1.5.2
r-tidyverse=1.3.1,r-data.table=1.14.6,r-caret=6.0_93,r-rjson=0.2.21,r-furrr=0.3.1,r-purrr=1.0.1,r-optparse=1.7.3,r-r6=2.5.1,r-tidymodels=1.0.0,r-pls=2.8_1
python=3.9,biopython=1.79,pandas=1.5.3,pandarallel=1.6.4
enasearch=0.1.1	quay.io/bioconda/base-glibc-debian-bash:latest	1
jbrowse2=2.10.0,biopython=1.82,bcbio-gff=0.7.0,samtools=1.19,pyyaml=6.0.1,tabix=1.11,findutils=4.6.0	bioconda/base-glibc-busybox-bash-fake-user:3.0	0
jbrowse2=2.11.1,biopython=1.82,bcbio-gff=0.7.1,samtools=1.19,pyyaml=6.0.1,tabix=1.11,findutils=4.6.0,hictk=0.0.12-0,zip=3.0	bioconda/base-glibc-busybox-bash-fake-user:3.0	0
bioconductor-scater=1.26.0,bioconductor-deseq2=1.38.0,bioconductor-limma=3.54.0,r-ashr=2.2_54,r-pheatmap=1.0.12
rmats=4.1.2,r-pairadise=1.0.0
bedtools=2.30.0,biopython=1.79,circos=0.69.8,coreutils=9.1,gawk=5.1.0,numpy=1.23.5,pandas=1.5.3
python=3.6,bowtie2=2.3.4,samtools=1.3.1,biopython=1.79,pysam=0.19.1,diamond=0.9.29,pandas=0.20
star=2.7.10b,samtools=1.16.1,gawk=5.1.0
r-vcfr=1.14.0,r-mongolite=2.7.1,r-jsonlite=1.8.4,r-optparse=1.7.3,r-tidyverse=2.0.0
cadd-scripts=1.6,conda=4.14.0,mamba=1.4.0
bioconductor-clusterprofiler=4.6.0,bioconductor-org.hs.eg.db=3.16.0
xopen=1.1.0,pysam=0.16.0
bioconductor-purecn=2.4.0,bioconductor-txdb.hsapiens.ucsc.hg38.knowngene=3.16.0,bioconductor-org.hs.eg.db=3.16.0,bioconductor-txdb.hsapiens.ucsc.hg19.knowngene=3.2.2
python=3.6.13,pandas=1.1.5,numpy=1.19.5,jinja2==2.11.3,pyyaml=5.3,fire=0.3
geojson=3.0.1,numpy=1.24.2,opencv=4.7.0,pandas=2.0.0	bioconda/extended-base-image:latest	0
gnuplot=5.4.8,mummer4=4.0.0rc1,samtools=1.19.2	bioconda/extended-base-image:latest	0
anndata=0.9.1,matplotlib=3.7.1,pandas=2.0.0,scanpy=1.9.3
python=3.9,pandas=1.4.2,seaborn=0.11.2,numpy=1.20.0,bottleneck=1.3.2
python=3.10,biopython=1.80,openpyxl=3.1.0,pandas=1.5.3,rich=12.6.0,typer=0.7.0,xlsxwriter=3.0.8,numpy=1.24.2,polars=0.17.9,pyarrow=11.0.0
bbmap=39.01,seqkit=2.4.0,pigz=2.6,csvtk=0.25.0
bedtools=2.31.0,samtools=1.17,coreutils=9.3,gawk=5.1.0
bioconductor-tximeta=1.16.0,bioconductor-rhdf5=2.42.0
bismark=0.24.0,seqkit=2.4.0,pigz=2.6,csvtk=0.25.0
bbmap=39.01,samtools=1.17,seqkit=2.4.0,pigz=2.6,csvtk=0.25.0
r-argparse=2.1.3,r-data.table=1.14.2,r-circlize=0.4.15,r-randomcolor=1.1.0.1,bioconductor-complexheatmap=2.10.0
bwa-mem2=2.2.1,samtools=1.16.1,staden_io_lib=1.14.14
r-nacho=2.0.4,r-tidyverse=2.0.0,r-ggplot2=3.4.2,r-rlang=1.1.1,r-tidylog=1.0.2,r-fs=1.6.2,bioconductor-complexheatmap=2.14.0,r-circlize=0.4.15,r-yaml=2.3.7,r-ragg=1.2.5,r-rcolorbrewer=1.1_3,r-pheatmap=1.0.12,pandoc=2.19.2,gmp=6.2.1
bismark=0.24.1,seqkit=2.4.0,pigz=2.6,csvtk=0.25.0
numpy=1.23.5,bacphlip=0.9.6,hmmer=3.3.2
vcf2maf=1.6.21,ensembl-vep=109.3,samtools=1.17,bcftools=1.17
python=2.7,deepTools=2.2.2
r-yaml=2.3.7,r-ggplot2=3.4.2,r-tidylog=1.0.2,r-tidyverse=2.0.0,r-stringr=1.5.0,bioconductor-gsva=1.46.0,bioconductor-singscore=1.18.0,r-factominer=2.8.0
ms2pip=3.11.0,pyopenms=2.9.1
r-ggplot2=3.4.2,r-data.table=1.14.8,r-dplyr=1.1.2,r-stringr=1.5.0,r-ggpubr=0.6.0
deeplc=2.2.0,pyopenms=2.9.1
r-base=4.3,r-rdimtools=1.1.2	bioconda/extended-base-image:latest	0
r-base=4.2.1,r-proteus-bartongroup=0.2.16,bioconductor-limma=3.54.0,r-plotly=4.10.2
pretextmap=0.1.9,samtools=1.17
r-ggplot2=3.4.2,r-data.table=1.14.8,r-dplyr=1.1.2,r-stringr=1.5.0,r-ggpubr=0.6.0,r-optparse=1.7.3
minimap2=2.26,samtools=1.17
r-tidyverse=2.0.0,r-knitr=1.43,r-dt=0.28,r-formattable=0.2.1,r-purrr=1.0.1,r-vegan=2.6_4,r-rmarkdown=2.22,r-optparse=1.7.3,r-ggplot2=3.4.2,r-dplyr=1.1.2,r-data.table=1.14.8,r-base=4.2.3,r-dtplyr=1.3.1,r-patchwork=1.1.2	quay.io/bioconda/base-glibc-debian-bash:latest	1
r-propr=4.2.6
r-propr=5.0.4
bedtools=2.27.0,samtools=1.2	quay.io/bioconda/base-glibc-busybox-bash:latest	1
minimap2=2.26,racon=1.5.0
python=3.10,biopython=1.80,pandas=1.5.3,rich=12.6.0,typer=0.7.0,numpy=1.24.2,edlib=1.3.9
bioconductor-msnbase=2.24.0-0,r-protviz=0.7.7,r-stringr=1.5.0
pyrodigal=2.2.0,pigz=2.6
python=3.11.4,pandas=2.0.3,numpy=1.25.1,scikit-learn=1.3.0,click=8.1.6,matplotlib=3.7.2
python_abi=3.9,pandas=2.0.3,numpy=1.25.1,matplotlib=3.6.3,seaborn=0.12.2,pyranges=0.0.117,sigmut=1.0
macs2=2.2.7.1,ucsc-bedgraphtobigwig=377
r-tidyverse=2.0.0,r-data.table=1.14.8,r-stringdist=0.9.10,r-pryr=0.1.6,bioconductor-shortread=1.58.0,bioconductor-biostrings=2.68.1,r-optparse=1.7.3,r-getopt=1.20.3
numpy=1.25.2,pandas=2.0.3,bx-python=0.10.0,gzip=1.12
macs2=2.2.7.1,ucsc-bedgraphtobigwig=445,bedtools=2.30.0
vcf2maf-umccr=1.6.21.20230511,ensembl-vep=108.2
r-nacho=2.0.5,r-tidyverse=2.0.0,r-ggplot2=3.4.2,r-rlang=1.1.1,r-tidylog=1.0.2,r-fs=1.6.2,bioconductor-complexheatmap=2.14.0,r-circlize=0.4.15,r-yaml=2.3.7,r-ragg=1.2.5,r-rcolorbrewer=1.1_3,r-pheatmap=1.0.12,pandoc=2.19.2,gmp=6.2.1
yte=1.5.1,pandas=2.0.3,numpy=1.25.2
datavzrd=2.23.2
biopython=1.80,openpyxl=3.1.0,pandas=1.5.3,rich=12.6.0,typer=0.7.0,xlsxwriter=3.0.8,numpy=1.24.2,polars=0.18.15,pyarrow=11.0.0
polars=0.18.15
bedtools=2.24.0
pyopenms=2.9.1,sirius-csifingerid=5.8.2
vcftools=0.1.14-0,htslib=1.3.1-0
r-ggplot2=3.4.3,bioconductor-shortread=1.58.0,r-ggpubr=0.6.0,r-ggmsa=1.0.2,r-seqmagick=0.1.6,r-tidyr=1.3.0,r-ggseqlogo=0.1,r-cowplot=1.1.1,r-seqinr=4.2_30,r-optparse=1.7.3,r-dplyr=1.1.2,r-plyr=1.8.8,r-stringr=1.5.0,r-plotly=4.10.2
bowtie2=2.5.1,samtools=1.17
gem3-mapper=3.6.1,samtools=1.6
preseq=3.2.0,samtools=1.17,csvtk=0.25.0
bedtools=2.31.0,samtools=1.17,ucsc-bedgraphtobigwig=377
bedtools=2.31.0,samtools=1.17,ucsc-wigtobigwig=447
r-base=4.0.2,vcftools=0.1.14-0
perl==5.26.2,perl-sort-key=1.33,perl-yaml-libyaml=0.88
tophat=2.1.1,samtools=1.17
perl=5.26.2,r=3.6.0,bcftools=1.13,bedtools=2.30.0,bc=1.07.1,grep,coreutils=9.5
python=3.7.9,pandas=1.3.4,numpy=1.21.4,pyranges=0.0.115,fire=0.4.0
python=3.6.15,matplotlib=3.3.4,numpy=1.19.5,pyvcf=0.6.8,pysam=0.15.4,htslib=1.9
r-base=3.5,bioconductor-htqpcr=1.36.0,bioconductor-rankprod=3.8.0,bioconductor-impute=1.56.0,r-bbmisc=1.11.0,r-psych=1.8.4,r-zoo=1.8_3,bioconductor-normqpcr=1.28.0,r-rgl=0.99.16
r-base=3.5,bioconductor-htqpcr=1.36.0,bioconductor-rankprod=3.8.0,bioconductor-impute=1.56.0,r-bbmisc=1.11.0,r-psych=1.8.4,r-zoo=1.8_3,bioconductor-normqpcr=1.28.0,r-rgl=0.99.16
umi-transfer=1.0.0
gzip=1.12,tar=1.34,bzip2=1.0.8,unzip=6.0,xz=5.2.6
pbgzip=2016.08.04,bcftools=1.8
ms2pip=3.11.0,deeplc=2.2.14,pyopenms=2.9.1
gffutils=0.12,pysam=0.21.0,pandas=2.1.1
sambamba=0.6.1,bedops=2.4.19
macs2=2.2.9.1,bedtools=2.31.0,ucsc-bedclip=377,ucsc-bedgraphtobigwig=445
bioconductor-flowsom=1.18.0,mscorefonts=0.0.1
bioconductor-flowsom=1.16.0,mscorefonts=0.0.1
bioconductor-flowai=1.2.9,bioconductor-flowcore=1.42.0,mscorefonts=0.0.1
tensorflow=2.10.0,scikit-learn=1.1.2,umap-learn=0.5.3,matplotlib=3.6.0
pretextgraph=0.0.6,ucsc-bedtobigbed=447
pretextgraph=0.0.6,ucsc-bigwigtobedgraph=448
sra-tools=3.0.8,pigz=2.6
pydeseq2=0.4.1,biopython=1.81,numpy=1.26.0,pandas=2.1.1,pysam=0.21.0,matplotlib=3.8,gzip=1.12,hybkit=0.3.3,natsort=7.1.1
r-ggplot2=3.4.3,r-gprofiler2=0.2.2
pigz=2.8
pgzip=0.3.5
r-tidyverse,r-data.table,r-caret,r-rjson=,r-furrr,r-purrr=,r-optparse,r-r6,r-tidymodels,r-pls,r-flowml=0.1.2
pandas=2.1.1,kcounter=0.1.1
macs2=2.2.9.1,picard=3.1.0
bamutil=1.0.15,samtools=1.18,seqkit=2.5.1
r-taxonomizr=0.10.2,r-tidyverse=2.0.0
pandas=2.1.1,tensorflow=2.10.0,scikit-learn=1.1.2,umap-learn=0.5.3,matplotlib=3.6.0
samtools=1.18,bwakit=0.7.17.dev1
gatk4=4.4.0.0,samtools=1.18,bcftools=1.18,perl=5.32.1,r-base=4.3
r-base=4.2.1,r-optparse
biopython=1.78,pybedtools=0.9.1
xengsort=2.0.1,pigz=2.8,htop=3.2.2,seqkit=2.6.0
srnamapper=1.0.8,samtools=1.18
bowtie2=2.5.2,samtools=1.18,pigz=2.6
r-base=4.3,bioconductor-chipseeker=1.36.0,r-magrittr=2.0.3,bioconductor-genomicfeatures=1.52.1,bioconductor-clusterprofiler=4.8.1,bioconductor-annotationdbi=1.62.2,r-purrr=1.0.2,r-ggplot2=3.4.4
dragmap=1.3.0,samtools=1.18,pigz=2.8
r-base=4.3,r-ggplot2=3.4.4,r-magrittr=2.0.3,r-gridextra=2.3,r-rcolorbrewer=1.1_3,r-data.table=1.14.8
pandas=1.1.4,matchms=0.24.0,click=8.0.1	quay.io/bioconda/base-glibc-busybox-bash:latest	1
r-ABCanalysis=1.2.1,r-ada=2.0.5,r-adabag=4.3,r-arm=1.13.1,r-C50=0.1.8,r-caret=6.0.94,r-caTools=1.18.2,r-class=7.3.22,r-Cubist=0.4.2.1,r-data.table=1.14.8,r-dplyr=1.1.3,r-e1071=1.7.13,r-earth=5.3.2,r-elasticnet=1.3,r-fastICA=1.2.3,r-fastshap=0.1.0,r-flowml=0.1.2,r-foreach=1.5.2,r-furrr=0.3.1,r-future=1.33.0,r-gam=1.22.2,r-gbm=2.1.8.1,r-ggplot2=3.4.4,r-glmnet=4.1.8,r-ipred=0.9.14,r-kernlab=0.9.32,r-kknn=1.3.1,r-klaR=1.7.2,r-kohonen=3.0.12,r-lars=1.3,r-leaps=3.1,r-LiblineaR=2.10.22,r-LogicReg=1.6.6,r-magrittr=2.0.3,r-MASS=7.3.60,r-Matrix=1.6.3,r-mboost=2.9.8,r-mda=0.5.4,r-mgcv=1.9.0,r-neuralnet=1.44.2,r-nnet=7.3.19,r-nnls=1.5,r-optparse=1.7.3,r-pamr=1.56.1,r-party=1.3.13,r-partykit=1.2.20,r-penalized=0.9.52,r-pls=2.8.2,r-proxy=0.4.27,r-purrr=1.0.2,r-R6=2.5.1,r-randomForest=4.7.1.1,r-ranger=0.15.1,r-readr=2.1.4,r-rjson=0.2.21,r-rlang=1.1.2,r-rpart=4.1.21,r-rrcov=1.7.4,r-rsample=1.2.0,r-RSNNS=0.4.16,r-sda=1.3.8,r-spls=2.2.3,r-stringr=1.5.1,r-superpc=1.12,r-tibble=3.2.1,r-tidyr=1.3.0,r-VGAM=1.1.9,r-vip=0.4.1,r-xgboost=1.7.6
cnvkit=0.9.10,samtools=1.18
star=2.7.10a,samtools=1.18,gawk=5.1.0
bwa=0.7.17,samtools=1.18
bwa=0.7.17,samtools=1.19.2
bwa-mem2=2.2.1,samtools=1.18
bwa-mem2=2.2.1,samtools=1.19.2
manta=1.6.0,samtools=1.18
minimap2=2.24,samtools=1.18
gatk4=4.4.0.0,samtools=1.18
gatk4=4.5.0.0,samtools=1.19.2
gatk4=4.5.0.0,samtools=1.19.2,coreutils=9.4
clustalo=1.2.4,pigz=2.8
muscle=5.1,pigz=2.8
mafft=7.520,pigz=2.8
gatk4=4.4.0.0,samtools=1.18,coreutils=9.3
mtm-align=20220104,pigz=2.8
gatk4=4.4.0.0,samtools=1.18,coreutils=9.3
r-base,r-dplyr,r-optparse,r-devtools,r-topicmodels,r-philentropy,r-metrics,r-jsonlite
presto=0.7.1,igblast=1.22.0,wget=1.20.1,biopython=1.79	quay.io/bioconda/base-glibc-busybox-bash:2.1.0	0
bioconductor-limma=3.58.1,bioconductor-edger=4.0.2,r-data.table=1.14.10,r-gplots=3.1.3,r-statmod=1.5.0
r-nacho=2.0.6,r-dplyr=1.1.4,r-ggplot2=3.4.4,r-fs=1.6.2,r-readr=2.1.5,r-tidyr=1.3.0
r-yaml=2.3.7,r-ggplot2=3.4.4,r-dplyr=1.1.4,r-stringr=1.5.0,bioconductor-gsva=1.46.0,bioconductor-singscore=1.18.0,r-factominer=2.8.0,r-readr=2.1.5,r-tibble=3.2.1,r-matrixstats=1.1.0
r-tidyr=1.3.0,r-ggplot2=3.4.4,r-dplyr=1.1.4,r-readr=2.1.5,r-stringr=1.5.0
r-yaml=2.3.7,r-ggplot2=3.4.4,r-dplyr=1.1.4,r-fs=1.6.2,bioconductor-complexheatmap=2.18.0,r-circlize=0.4.15,r-ragg=1.2.7,r-readr=2.1.5
oatk=1.0
spingo=1.3
r-clustree=0.5.1
t-coffee=13.46.0.919e8c6b,pigz=2.8
r-getopt=1.20.4,r-tmap=3.3_4,r-raster=3.6_26,r-gstat=2.1_1
minimap2=2.26,samtools=1.17,perl=5.32.1
pandas=2.2.0,numpy=1.26.3,statsmodels=0.14.1
minimap2=2.24,samtools=1.17,perl=5.32.1,staden_io_lib=1.14.14,bwa-mem2=2.2.1
kalign3=3.3.5,pigz=2.8
gem3-mapper=3.6.1,samtools=1.17
pyrodigal=3.3.0,pigz=2.6
kraken2=2.1.3,gnu-coreutils=9.4
macs2=2.2.9.1,mawk=1.3.4
kraken2=2.1.3,coreutils=9.4
bwa=0.7.17,samtools=1.19.2,sambamba=1.0.1
optitype=1.3.5,coincbc=2.10.0
python=3.11.0,requests=2.31.0,biopython=1.83.0
r-hwriter=1.3.2,r-ggplot2=3.4.4,r-ini=0.3.1,r-ashr=2.2_63,r-dplyr=1.1.4,r-ggrepel=0.9.5,r-png=0.1_8,bioconductor-reportingtools=2.42.2,bioconductor-deseq2=1.42.0,bioconductor-complexheatmap=2.18.0,bioconductor-tximport=1.30.0
pandas=2.2.1,tensorflow=2.15.0,scikit-learn=1.4.1,umap-learn=0.5.5,matplotlib=3.8.0
magus-msa=0.1.3,pigz=2.8
gatk4=4.5.0.0,samtools=1.19.2,bcftools=1.19,perl=5.32.1,r-base=4.3
bwakit=0.7.17.dev1,samtools=1.19.2
xengsort=2.0.5,pigz=2.8,seqkit=2.7.0,csvtk=0.29.0
learnmsa=2.0.1,pigz=2.8
kalign3=3.4.0,pigz=2.8
samtools=1.18,paragraph=2.3
r-base=4.3,r-catboost=1.2,r-ABCanalysis=1.2,r-C50=0.1.8,r-caret=6.0,r-data.table=1.14,r-dplyr=1.1,r-e1071=1.7,r-earth=5.3,r-elasticnet=1.3,r-fastshap=0.1,r-flowml=0.1.3,r-foreach=1.5,r-furrr=0.3,r-future=1.33,r-gbm=2.1.8,r-ggplot2=3.4,r-glmnet=4.1,r-h2o=3.42.0,r-kernlab=0.9,r-kknn=1.3,r-leaps=3.1,r-magrittr=2.0,r-Matrix=1.6,r-neuralnet=1.44,r-nnet=7.3,r-optparse=1.7,r-party=1.3,r-partykit=1.2,r-pls=2.8,r-purrr=1.0,r-R6=2.5,r-randomForest=4.7.1,r-ranger=0.15,r-readr=2.1,r-rjson=0.2.21,r-rlang=1.1,r-rpart=4.1,r-rsample=1.2,r-spls=2.2,r-stringr=1.5,r-tibble=3.2,r-tidyr=1.3,r-vip=0.4,r-xgboost=2.0
picard=3.1.1,samtools=1.19.2
bedtools=2.31.1,ucsc-bedgraphtobigwig=445,samtools=1.16.1
star=2.7.11b,samtools=1.19.2,mawk=1.3.4
bwa-mem2=2.2.1,samtools=1.19.2,sambamba=1.0.1
decoupler-py=1.6.0,pandas=2.2.1
crabz=0.9.0
panphlan=3.1,bzip2=1.0.8
r-tidyverse=2.0.0,r-base=4.3.3,r-seurat=5.0.1,bioconductor-dropletutils=1.22.0,r-pdftools=3.4.0,r-magick=2.8.3,bioconductor-preprocesscore=1.64.0,r-devtools=2.4.5,r-data.table=1.15.2,r-ggplot2=3.5.0,r-cowplot=1.1.3,r-here=1.0.1,r-argparse=2.2.2,r-dplyr=1.1.4,bioconductor-demuxmix=1.4.0
mosdepth=0.3.7,samtools=1.19.2
snpeff=5.2,tabix=1.11
magus-msa=0.2.0,pigz=2.8
fgbio=2.0.2,r-ggplot2=3.4
r-base=4.3.3,bioconductor-rtracklayer=1.62.0,r-optparse=1.7.4,r-dplyr=1.1.4,r-stringr=1.5.1,r-plyr=1.8.9,r-data.table=1.15.2,coreutils=9.5,r-argparse=2.2.2
kraken2=2.1.3,coreutils=9.4,pigz=2.8
minimap2=2.28,samtools=1.20
bedtools=2.31.1,samtools=1.19.2,perl=5.32.1
bedtools=2.31.1,samtools=1.19.2,python=3.11.4
r-base=4.2.1,r-proteus-bartongroup=0.2.16,bioconductor-limma=3.54.0,r-plotly=4.10.2,r-ggplot2=3.4.4
segalign-full=0.1.2.1,bashlex=0.18
r-base=4.3,r-dartr,r-pophelper,r-reshape2,r-vcfr
bwa=0.7.18,samtools=1.20,sambamba=1.0.1
kma=1.4.14,samtools=1.20
kma=1.4.9,samtools=1.20
bwa-meme=1.0.6,mbuffer=20160228,samtools=1.20
cellpose=3.0.8	quay.io/bioconda/base-glibc-debian-bash:latest	0
paraphase=3.1.1,minimap2=2.28,samtools=1.20
bowtie2=2.5.4,samtools=1.20
vardict-java=1.8.3,htslib=1.4.1