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FiRE  

Finder of Rare Entities (FiRE)
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FiRE", "1.0.1")



Attach the package and use:
library("FiRE")
Maintained by
Prashant Gupta
[Scholar Profile | Author Map]
First Published: 2019-01-02
Latest Update: 2021-09-06
Description:
The algorithm assigns rareness/ outlierness score to every sample in voluminous datasets. The algorithm makes multiple estimations of the proximity between a pair of samples, in low-dimensional spaces. To compute proximity, FiRE uses Sketching, a variant of locality sensitive hashing. For more details: Jindal, A., Gupta, P., Jayadeva and Sengupta, D., 2018. Discovery of rare cells from voluminous single cell expression data. Nature Communications, 9(1), p.4719. .
How to cite:
Prashant Gupta (2019). FiRE: Finder of Rare Entities (FiRE). R package version 1.0.1, https://cran.r-project.org/web/packages/FiRE. Accessed 27 Feb. 2025.
Previous versions and publish date:
1.0 (2019-01-02 14:50)
Other packages that cited FiRE R package
View FiRE citation profile
Other R packages that FiRE depends, imports, suggests or enhances
Complete documentation for FiRE
Functions, R codes and Examples using the FiRE R package
Some associated functions: FiRE-package . FiRE . Rcpp_fit . Rcpp_score . data . label . 
Some associated R codes: zzz.R .  Full FiRE package functions and examples
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