Other packages > Find by keyword >

PhageCocktail  

Design of the Best Phage Cocktail
View on CRAN: Click here


Download and install PhageCocktail package within the R console
Install from CRAN:
install.packages("PhageCocktail")

Install from Github:
library("remotes")
install_github("cran/PhageCocktail")

Install by package version:
library("remotes")
install_version("PhageCocktail", "1.0.3")



Attach the package and use:
library("PhageCocktail")
Maintained by
Maria Victoria Diaz-Galian
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-14
Latest Update: 2022-05-13
Description:
There are 4 possible methods: "ExhaustiveSearch"; "ExhaustivePhi"; "ClusteringSearch"; and "ClusteringPhi". "ExhaustiveSearch"--> gives you the best phage cocktail from a phage-bacteria infection network. It checks different phage cocktail sizes from 1 to 7 and only stops before if it lyses all bacteria. Other option is when users have decided not to obtain a phage cocktail size higher than a limit value. "ExhaustivePhi"--> firstly, it finds Phi out. Phi is a formula indicating the necessary phage cocktail size. Phi needs nestedness temperature and fill, which are internally calculated. This function will only look for the best combination (phage cocktail) with a Phi size. "ClusteringSearch"--> firstly, an agglomerative hierarchical clustering using Ward's algorithm is calculated for phages. They will be clustered according to bacteria lysed by them. PhageCocktail() chooses how many clusters are needed in order to select 1 phage per cluster. Using the phages selected during the clustering, it checks different phage cocktail sizes from 1 to 7 and only stops before if it lyses all bacteria. Other option is when users have decided not to obtain a phage cocktail size higher than a limit value. "ClusteringPhi"--> firstly, an agglomerative hierarchical clustering using Ward's algorithm is calculated for phages. They will be clustered according to bacteria lysed by them. PhageCocktail() chooses how many clusters are needed in order to select 1 phage per cluster. Once the function has one phage per cluster, it calculates Phi. If the number of clusters is less than Phi number, it will be changed to obtain, as minimum, this quantity of candidates (phages). Then, it calculates the best combination of Phi phages using those selected during the clustering with Ward algorithm. If you use PhageCocktail, please cite it as: "PhageCocktail: An R Package to Design Phage Cocktails from Experimental Phage-Bacteria Infection Networks". Mar
How to cite:
Maria Victoria Diaz-Galian (2021). PhageCocktail: Design of the Best Phage Cocktail. R package version 1.0.3, https://cran.r-project.org/web/packages/PhageCocktail. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0.0 (2021-07-14 10:30), 1.0.1 (2022-05-02 10:30), 1.0.2 (2022-05-10 09:50)
Other packages that cited PhageCocktail R package
View PhageCocktail citation profile
Other R packages that PhageCocktail depends, imports, suggests or enhances
Complete documentation for PhageCocktail
Functions, R codes and Examples using the PhageCocktail R package
Some associated functions: PhageCocktail . 
Some associated R codes: ExhaustivePhi.R . ExhaustiveSearch.R . PhageCocktail.R . Search.R . Search1.R . Search2.R . Search3.R . Search4.R . Search5.R . Search6.R . Search7.R . SelectBestPhage.R . Ward_Phi.R . Ward_Search.R . bacteria_lysed.R . phagelist.R . phageselected.R .  Full PhageCocktail package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA