Other packages > Find by keyword >

DPpack  

Differentially Private Statistical Analysis and Machine Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DPpack", "0.2.2")



Attach the package and use:
library("DPpack")
Maintained by
Spencer Giddens
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-04-28
Latest Update: 2024-10-20
Description:
An implementation of common statistical analysis and models with differential privacy (Dwork et al., 2006a) guarantees. The package contains, for example, functions providing differentially private computations of mean, variance, median, histograms, and contingency tables. It also implements some statistical models and machine learning algorithms such as linear regression (Kifer et al., 2012) and SVM (Chaudhuri et al., 2011) . In addition, it implements some popular randomization mechanisms such as the Laplace mechanism (Dwork et al., 2006a) , Gaussian mechanism (Dwork et al., 2006b) , and exponential mechanism (McSherry & Talwar, 2007) .
How to cite:
Spencer Giddens (2022). DPpack: Differentially Private Statistical Analysis and Machine Learning. R package version 0.2.2, https://cran.r-project.org/web/packages/DPpack. Accessed 27 Jun. 2026.
Previous versions and publish date:
0.0.1 (2022-04-28 09:30), 0.0.11 (2022-08-25 20:22), 0.1.0 (2023-04-08 10:00), 0.2.0 (2024-09-19 07:50), 0.2.1 (2024-10-10 18:30)
Other packages that cited DPpack R package
View DPpack citation profile
Other R packages that DPpack depends, imports, suggests or enhances
Complete documentation for DPpack
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

pedigreemm  
Pedigree-Based Mixed-Effects Models
Fit pedigree-based mixed-effects models. ...
Download / Learn more Package Citations See dependency  
svWidgets  
Management of GUI Widgets, Windows, and Other GUI Resources
High level management of widgets, windows and other graphical resources. ...
Download / Learn more Package Citations See dependency  
gsloid  
Global Sea Level and Oxygen Isotope Data
Contains published data sets for global benthic d18O data for 0-5.3 Myr ...
Download / Learn more Package Citations See dependency  
robust  
Port of the S+ "Robust Library"
Methods for robust statistics, a state of the art in the early 2000s, notably for robust regression ...
Download / Learn more Package Citations See dependency  
RAT  
Research Assessment Tools
Includes algorithms to assess research productivity and patterns, such as the h-index and i-index. C ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

27,653

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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