Software

Open-source software I maintain or have contributed to

Most of my work is in R and Bioconductor, as part of the Orchestrating Microbiome Analysis project. Below are the main projects. For the rest of my work, see my GitHub profile.

Maintainer

Downloads per month, Oct 2025 to Sep 2026. For Bioconductor packages this is the number of distinct IP addresses (source); for CRAN packages, all downloads from the Posit CRAN mirror (source). The large number is the median month. Hover a bar for the exact number.

HoloFoodR Bioconductor
R interface to EBI HoloFood resource

GitHubRelease Release build statusDevel Devel build status

212 downloads/month

Oct 2025: 127 downloads Nov 2025: 96 downloads Dec 2025: 147 downloads Jan 2026: 136 downloads Feb 2026: 158 downloads Mar 2026: 254 downloads Apr 2026: 221 downloads May 2026: 250 downloads Jun 2026: 215 downloads Jul 2026: 210 downloads Aug 2026: 1,891 downloads Sep 2026: 1,592 downloads Oct 2025Sep 2026

MGnifyR Bioconductor
R interface to EBI MGnify metagenomics resource

GitHubRelease Release build statusDevel Devel build status

242 downloads/month

Oct 2025: 110 downloads Nov 2025: 128 downloads Dec 2025: 139 downloads Jan 2026: 130 downloads Feb 2026: 238 downloads Mar 2026: 299 downloads Apr 2026: 246 downloads May 2026: 319 downloads Jun 2026: 213 downloads Jul 2026: 299 downloads Aug 2026: 2,292 downloads Sep 2026: 1,768 downloads Oct 2025Sep 2026

mia Bioconductor
Microbiome analysis

GitHubRelease Release build statusDevel Devel build status

2,755 downloads/month

Oct 2025: 1,750 downloads Nov 2025: 1,921 downloads Dec 2025: 1,893 downloads Jan 2026: 1,802 downloads Feb 2026: 1,783 downloads Mar 2026: 2,809 downloads Apr 2026: 2,701 downloads May 2026: 3,089 downloads Jun 2026: 2,920 downloads Jul 2026: 2,841 downloads Aug 2026: 5,093 downloads Sep 2026: 3,919 downloads Oct 2025Sep 2026

miaTime Bioconductor
Microbiome time series analysis

GitHubRelease Release build statusDevel Devel build status

210 downloads/month

Oct 2025: 116 downloads Nov 2025: 106 downloads Dec 2025: 116 downloads Jan 2026: 153 downloads Feb 2026: 141 downloads Mar 2026: 253 downloads Apr 2026: 187 downloads May 2026: 327 downloads Jun 2026: 233 downloads Jul 2026: 232 downloads Aug 2026: 2,233 downloads Sep 2026: 1,817 downloads Oct 2025Sep 2026

miaViz Bioconductor
Microbiome analysis plotting and visualization

GitHubRelease Release build statusDevel Devel build status

629 downloads/month

Oct 2025: 415 downloads Nov 2025: 455 downloads Dec 2025: 432 downloads Jan 2026: 474 downloads Feb 2026: 550 downloads Mar 2026: 811 downloads Apr 2026: 718 downloads May 2026: 809 downloads Jun 2026: 516 downloads Jul 2026: 708 downloads Aug 2026: 2,493 downloads Sep 2026: 2,247 downloads Oct 2025Sep 2026

OMA Bioconductor
Orchestrating Microbiome Analysis with Bioconductor, an open online book

GitHub

Contributor

anansi Bioconductor
Annotation-based analysis of specific interactions

GitHubRelease Release build statusDevel Devel build status

176 downloads/month

Oct 2025: 53 downloads Nov 2025: 87 downloads Dec 2025: 124 downloads Jan 2026: 103 downloads Feb 2026: 110 downloads Mar 2026: 201 downloads Apr 2026: 180 downloads May 2026: 249 downloads Jun 2026: 188 downloads Jul 2026: 171 downloads Aug 2026: 2,080 downloads Sep 2026: 1,684 downloads Oct 2025Sep 2026

bluster Bioconductor
Clustering algorithms for Bioconductor

GitHubRelease Release build statusDevel Devel build status

9,536 downloads/month

Oct 2025: 8,345 downloads Nov 2025: 8,441 downloads Dec 2025: 7,817 downloads Jan 2026: 7,682 downloads Feb 2026: 7,153 downloads Mar 2026: 9,844 downloads Apr 2026: 10,464 downloads May 2026: 11,222 downloads Jun 2026: 9,229 downloads Jul 2026: 12,908 downloads Aug 2026: 13,679 downloads Sep 2026: 12,638 downloads Oct 2025Sep 2026

IntegratedLearner GitHub
Integrated multi-omics learning for survival and other outcomes

GitHub

miaSim Bioconductor
Microbiome data simulation

GitHubRelease Release build statusDevel Devel build status

302 downloads/month

Oct 2025: 124 downloads Nov 2025: 151 downloads Dec 2025: 423 downloads Jan 2026: 247 downloads Feb 2026: 201 downloads Mar 2026: 343 downloads Apr 2026: 296 downloads May 2026: 307 downloads Jun 2026: 218 downloads Jul 2026: 390 downloads Aug 2026: 1,899 downloads Sep 2026: 1,489 downloads Oct 2025Sep 2026

mikropml CRAN
User-friendly R package for supervised machine learning pipelines

GitHub

500 downloads/month

Oct 2025: 1,130 downloads Nov 2025: 563 downloads Dec 2025: 541 downloads Jan 2026: 628 downloads Feb 2026: 488 downloads Mar 2026: 408 downloads Apr 2026: 449 downloads May 2026: 434 downloads Jun 2026: 492 downloads Jul 2026: 507 downloads Aug 2026: 489 downloads Sep 2026: 776 downloads Oct 2025Sep 2026

MsExperiment Bioconductor
Infrastructure for mass spectrometry experiments

GitHubRelease Release build statusDevel Devel build status

1,688 downloads/month

Oct 2025: 1,315 downloads Nov 2025: 2,821 downloads Dec 2025: 1,146 downloads Jan 2026: 1,171 downloads Feb 2026: 1,074 downloads Mar 2026: 1,651 downloads Apr 2026: 1,575 downloads May 2026: 2,865 downloads Jun 2026: 1,724 downloads Jul 2026: 2,769 downloads Aug 2026: 4,157 downloads Sep 2026: 2,987 downloads Oct 2025Sep 2026

scater Bioconductor
Single-cell analysis toolkit for gene expression data in R

GitHubRelease Release build statusDevel Devel build status

11,254 downloads/month

Oct 2025: 8,576 downloads Nov 2025: 9,619 downloads Dec 2025: 9,667 downloads Jan 2026: 9,083 downloads Feb 2026: 8,300 downloads Mar 2026: 12,144 downloads Apr 2026: 13,295 downloads May 2026: 12,602 downloads Jun 2026: 10,363 downloads Jul 2026: 14,930 downloads Aug 2026: 15,632 downloads Sep 2026: 14,202 downloads Oct 2025Sep 2026

TreeSummarizedExperiment Bioconductor
S4 class for data with tree structures

GitHubRelease Release build statusDevel Devel build status

3,115 downloads/month

Oct 2025: 2,498 downloads Nov 2025: 2,849 downloads Dec 2025: 2,663 downloads Jan 2026: 2,531 downloads Feb 2026: 2,537 downloads Mar 2026: 3,541 downloads Apr 2026: 3,471 downloads May 2026: 3,381 downloads Jun 2026: 2,659 downloads Jul 2026: 3,458 downloads Aug 2026: 5,258 downloads Sep 2026: 4,227 downloads Oct 2025Sep 2026

vegan CRAN
Community ecology package

GitHub

143,326 downloads/month

Oct 2025: 175,056 downloads Nov 2025: 145,166 downloads Dec 2025: 113,337 downloads Jan 2026: 101,197 downloads Feb 2026: 96,907 downloads Mar 2026: 147,599 downloads Apr 2026: 141,487 downloads May 2026: 150,034 downloads Jun 2026: 162,382 downloads Jul 2026: 136,574 downloads Aug 2026: 103,339 downloads Sep 2026: 145,607 downloads Oct 2025Sep 2026