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]
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 14 Apr. 2025.
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
03/1503/1603/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/12Downloads for PhageCocktail051015202530TrendBars

Today's Hot Picks in Authors and Packages

networkscaleup  
Network Scale-Up Models for Aggregated Relational Data
Provides a variety of Network Scale-up Models for researchers to analyze Aggregated Relational Data, ...
Download / Learn more Package Citations See dependency  
spatstat.utils  
Utility Functions for 'spatstat'
Contains utility functions for the 'spatstat' family of packages which may also be useful for other ...
Download / Learn more Package Citations See dependency  
mlim  
Single and Multiple Imputation with Automated Machine Learning
Machine learning algorithms have been used for performing single missing data imputation and most r ...
Download / Learn more Package Citations See dependency  
AzureKeyVault  
Key and Secret Management in 'Azure'
Manage keys, certificates, secrets, and storage accounts in Microsoft's 'Key Vault' service: ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
bcf  
Causal Inference using Bayesian Causal Forests
Causal inference for a binary treatment and continuous outcome using Bayesian Causal Forests. See Ha ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,993

Author Associations

24,013

Publication Badges

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