R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
DPpack
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]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.DPpack . DPpack results . DPpack.pdf . DPpack_0.2.2.tar.gz . DPpack_0.2.2.zip . DPpack_0.2.2.zip . DPpack_0.2.2.zip . DPpack_0.2.2.tgz . DPpack_0.2.2.tgz . DPpack_0.2.2.tgz . DPpack_0.2.2.tgz . DPpack_0.2.2.tgz . DPpack_0.2.2.tgz . DPpack archive . https://CRAN.R-project.org/package=DPpack .
First Published: 2022-04-28
Latest Update: 2023-04-08
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 29 Mar. 2025.
Previous versions and publish date:
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
Functions, R codes and Examples using
the DPpack R package
Some associated functions: EmpiricalRiskMinimizationDP.CMS . EmpiricalRiskMinimizationDP.KST . ExponentialMechanism . GaussianMechanism . LaplaceMechanism . LinearRegressionDP . LogisticRegressionDP . covDP . covDataAccess . generate.loss.gr.huber . generate.loss.huber . generate.sampling . histogramDP . histogramDataAccess . loss.cross.entropy . loss.gr.cross.entropy . loss.gr.squared.error . loss.squared.error . mapXy.gr.linear . mapXy.gr.sigmoid . mapXy.linear . mapXy.sigmoid . meanDP . meanDataAccess . medianDP . phi.gaussian . pooledCovDP . pooledCovDataAccess . pooledVarDP . pooledVarDataAccess . quantileDP . quantileDataAccess . regularizer.gr.l2 . regularizer.l2 . sdDP . svmDP . tableDP . tableDataAccess . tune_classification_model . tune_linear_regression_model . varDP . varDataAccess .
Some associated R codes: DataAccess.R . Mechanisms.R . Mechanisms_test.R . StatFunctions.R . StatFunctions_test.R . StatModels.R . StatModels_test.R . Full DPpack package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
landmix
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Layla Parast (view profile)
gglgbtq
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Laura Bakala (view profile)
23,842
R Packages
207,311
Dependencies
64,420
Author Associations
23,781
Publication Badges
