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koinar

This is the released version of koinar; for the devel version, see koinar.

KoinaR - Remote machine learning inference using Koina


Bioconductor version: Release (3.23)

A client to simplify fetching predictions from the Koina web service. Koina is a model repository enabling the remote execution of models. Predictions are generated as a response to HTTP/S requests, the standard protocol used for nearly all web traffic.

Author: Ludwig Lautenbacher [aut, cre] ORCID iD ORCID: 0000-0002-1540-5911 , Christian Panse [aut] ORCID iD ORCID: 0000-0003-1975-3064

Maintainer: Ludwig Lautenbacher <ludwig.lautenbacher at tum.de>

Citation (from within R, enter citation("koinar")):
Seminal Bioconductor project articles:

Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.

Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.

Installation

To install this package, start R (version "4.6") and enter:


if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("koinar")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("koinar")
On using the R lang client for koina HTML R Script
Reference Manual PDF
NEWS Text

Details

biocViews Infrastructure, MassSpectrometry, Proteomics, Software
Version 1.6.0
In Bioconductor since BioC 3.20 (R-4.4) (2 years)
License Apache License 2.0
Depends R (>= 4.3)
Imports httr, jsonlite, methods, utils
System Requirements
URL https://github.com/wilhelm-lab/koina
Bug Reports https://github.com/wilhelm-lab/koina/issues
See More
Suggests BiocManager, BiocStyle(>= 2.26), httptest, knitr, lattice, testthat, OrgMassSpecR, protViz, S4Vectors
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package koinar_1.6.0.tar.gz
Windows Binary (x86_64) koinar_1.6.0.zip
macOS Binary (big-sur-x86_64) koinar_1.6.0.tgz
macOS Binary (sonoma-arm64) koinar_1.6.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/koinar
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/koinar
Bioc Package Browser https://code.bioconductor.org/browse/koinar/
Package Short Url https://bioconductor.org/packages/koinar/
Package Downloads Report Download Stats