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
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns