Other packages > Find by keyword >

slimrec  

Sparse Linear Method to Predict Ratings and Top-N Recommendations
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("slimrec", "0.1.0")



Attach the package and use:
library("slimrec")
Maintained by
Srikanth KS
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-03-25
Latest Update: 2017-03-25
Description:
Sparse Linear Method(SLIM) predicts ratings and top-n recommendations suited for sparse implicit positive feedback systems. SLIM is decomposed into multiple elasticnet optimization problems which are solved in parallel over multiple cores. The package is based on "SLIM: Sparse Linear Methods for Top-N Recommender Systems" by Xia Ning and George Karypis <doi:10.1109/ICDM.2011.134>.
How to cite:
Srikanth KS (2017). slimrec: Sparse Linear Method to Predict Ratings and Top-N Recommendations. R package version 0.1.0, https://cran.r-project.org/web/packages/slimrec
Previous versions and publish date:
No previous versions
Other packages that cited slimrec R package
View slimrec citation profile
Other R packages that slimrec depends, imports, suggests or enhances
Functions, R codes and Examples using the slimrec R package
Some associated functions: ft_explicit . ft_implicit . ft_small . slim . slimrec-package . top_cols . top_rows . tune_slim . 
Some associated R codes: ft_explicit.R . ft_implicit.R . ft_small.R . package_slimrec.R . slim.R . top_cols.R . top_rows.R . tune_slim.R .  Full slimrec 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

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  
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  
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  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
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  

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