Prediction of Antimicrobial Peptides
Overview
Predicts antimicrobial peptides using random forests trained on the n-gram encoded peptides. The implemented algorithm can be accessed from both the command line and shiny-based GUI. The AmpGram model is too large for CRAN and it has to be downloaded separately from the repository: https://github.com/michbur/AmpGramModel.
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
- Help pages
- 8includes a package overview page
- Examples that run
- 100%3 run in a plain check
- Exported functions with examples
- 60%
- Documented parameters
- 100%
- Return-value docs
- 80%
- Help pages citing references
- 13%
Downloads
Repository
Stars over time
Forks over time
1 development-tooling and community-health practice detected across 1 family in the upstream repository
Checks run against github.com/michbur/ampgram on 2026-10-18.
Dependencies
Installing AmpGram adds 108 packages (53 with compiled code, 62 MB of source tarballs). Heaviest: stringi 11 MB, bslib 5.6 MB, pak 3.8 MB.
CRAN will archive these unless their check problems are fixed by the date shown. This package needs each one to install.
- biogramfix by Nov 2
Code & Tests
Datasets
People & History
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- 1.0Latest2020-05-31 · current release
- RR 4.0.0 released · 2020-04-24
Package metadata
- First published
- 2020-05-31
- Total releases
- 1 / 6 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 3.5.0
- Bundled data
- 1.4 KB / 1 file
- Download size
- 60 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("AmpGram")This package has no citation file, so citation() returns this entry built from DESCRIPTION.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.