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
cito
View on CRAN: Click
here
Download and install cito package within the R console
Install from CRAN:
install.packages("cito")
Install from Github:
library("remotes")
install_github("cran/cito")
Install by package version:
library("remotes")
install_version("cito", "1.1")
Attach the package and use:
library("cito")
Maintained by
Maximilian Pichler
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.cito . https://github.com/citoverse/cito/issues . https://citoverse.github.io/cito/ . cito citation info . cito results . cito.pdf . Introduction to cito . Example: (Multi-) Species distribution models with cito . cito_1.1.tar.gz . cito_1.1.zip . cito_1.1.zip . cito_1.1.zip . cito_1.1.tgz . cito_1.1.tgz . cito_1.1.tgz . cito_1.1.tgz . cito_1.1.tgz . cito_1.1.tgz . cito archive . https://CRAN.R-project.org/package=cito .
First Published: 2022-08-11
Latest Update: 2023-03-13
Description:
The 'cito' package provides a user-friendly interface for training and interpreting deep neural networks (DNN). 'cito' simplifies the fitting of DNNs by supporting the familiar formula syntax, hyperparameter tuning under cross-validation, and helps to detect and handle convergence problems. DNNs can be trained on CPU, GPU and MacOS GPUs. In addition, 'cito' has many downstream functionalities such as various explainable AI (xAI) metrics (e.g. variable importance, partial dependence plots, accumulated local effect plots, and effect estimates) to interpret trained DNNs. 'cito' optionally provides confidence intervals (and p-values) for all xAI metrics and predictions. At the same time, 'cito' is computationally efficient because it is based on the deep learning framework 'torch'. The 'torch' package is native to R, so no Python installation or other API is required for this package.
How to cite:
Maximilian Pichler (2022). cito: Building and Training Neural Networks. R package version 1.1, https://cran.r-project.org/web/packages/cito. Accessed 13 Apr. 2025.
Previous versions and publish date:
Other packages that cited cito R package
View cito citation profile
Other R packages that cito depends,
imports, suggests or enhances
Complete documentation for cito
Functions, R codes and Examples using
the cito R package
Some associated functions: ALE . PDP . analyze_training . cito . coef.citodnn . conditionalEffects . config_lr_scheduler . config_optimizer . continue_training . dnn . plot.citodnn . predict.citodnn . print.citodnn . print.conditionalEffects . print.summary.citodnn . residuals.citodnn . summary.citodnn .
Some associated R codes: ALE.R . PDP.R . cito.R . conditionalEffects.R . continue_training.R . dnn.R . lr_scheduler.R . model.R . optimizer.R . plot.R . training.R . utils.R . variable_importance.R . zzz.R . Full cito package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
LDABiplots
Contains the development of a tool that provides a web-based graphical
user interface (GUI) to perf ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Luis Pilacuan-Bonete (view profile)
COMPoissonReg
Fit Conway-Maxwell Poisson (COM-Poisson or CMP) regression models
to count data (Sellers & Shmueli, ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Andrew Raim (view profile)
SPOTMisc
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'.
It provides ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Thomas Bartz-Beielstein (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
ggprism
Provides various themes, palettes, and other functions
that are used to customise ggplots to look l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Charlotte Dawson (view profile)
MLeval
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Christopher R John (view profile)
24,012
R Packages
207,311
Dependencies
64,867
Author Associations
24,013
Publication Badges
