Other packages > Find by keyword >

higrad  

Statistical Inference for Online Learning and Stochastic Approximation via HiGrad
View on CRAN: Click here


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

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

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



Attach the package and use:
library("higrad")
Maintained by
Yuancheng Zhu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-03-14
Latest Update: 2018-03-14
Description:
Implements the Hierarchical Incremental GRAdient Descent (HiGrad) algorithm, a first-order algorithm for finding the minimizer of a function in online learning just like stochastic gradient descent (SGD). In addition, this method attaches a confidence interval to assess the uncertainty of its predictions. See Su and Zhu (2018) for details.
How to cite:
Yuancheng Zhu (2018). higrad: Statistical Inference for Online Learning and Stochastic Approximation via HiGrad. R package version 0.1.0, https://cran.r-project.org/web/packages/higrad. Accessed 07 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited higrad R package
View higrad citation profile
Other R packages that higrad depends, imports, suggests or enhances
Complete documentation for higrad
Functions, R codes and Examples using the higrad R package
Some associated functions: higrad . plot.higrad . predict.higrad . print.higrad . 
Some associated R codes: higrad.R .  Full higrad package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

portalr  
Create Useful Summaries of the Portal Data
Download and generate summaries for the rodent, plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency  
SAMtool  
Stock Assessment Methods Toolkit
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
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  
ReviewR  
A Light-Weight, Portable Tool for Reviewing Individual Patient Records
A portable Shiny tool to explore patient-level electronic health record data and perform chart revi ...
Download / Learn more Package Citations See dependency  
testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  
lmSubsets  
Exact Variable-Subset Selection in Linear Regression
Exact and approximation algorithms for variable-subset selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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