Skip to content

mlr3shiny

Machine Learning in 'shiny' with 'mlr3'

v0.5.0 · Jan 9, 2025 · BSD_2_clause + file LICENSE

Description

A web-based graphical user interface to provide the basic steps of a machine learning workflow. It uses the functionalities of the 'mlr3' framework.

Downloads

300

Last 30 days

13182nd

877

Last 90 days

3.6K

Last year

Trend: +29.9% (30d vs prior 30d)

CRAN Check Status

2 NOTE
11 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.

Check History

NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.
ERROR 10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Package required but not available: ‘GGally’

Package suggested but not available for checking: ‘haven’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.
WARNING 10 OK · 2 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 7, 2026
WARNING r-devel-linux-x86_64-debian-gcc

Rd files

Warning in file() :
  cannot open file '/tmp/Rtmpt1l3dT/Rf17bf47307ba1bf': No space left on device
Error in file() : cannot open the connection
Calls: <Anonymous> ... initialRdMacros -> loadRdMacros -> parse_Rd -> file
Execution halted
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘DT’ ‘GGally’ ‘Metrics’ ‘data.table’ ‘dplyr’ ‘ggparty’ ‘mlr3’
  ‘mlr3learners’ ‘mlr3measures’ ‘mlr3pipelines’ ‘mlr3viz’ ‘patchwork’
  ‘plyr’ ‘purrr’ ‘shinyWidgets’ ‘shinyalert’ ‘shinydashboard’ ‘shinyjs’
  ‘stats’ ‘stringr’
  All declared Imports should be used.

Dependency Network

Dependencies Reverse dependencies mlr3 mlr3measures mlr3learners mlr3pipelines mlr3viz Metrics shiny shinydashboard shinyjs shinyWidgets shinyalert data.table DT stringr plyr +5 more dependencies mlr3shiny

Version History

5 tracked
new 0.5.0 Mar 10, 2026
updated 0.5.0 ← 0.3.0 diff Jan 8, 2025
updated 0.3.0 ← 0.2.0 diff Sep 29, 2023
updated 0.2.0 ← 0.1.1 diff Sep 29, 2021
new 0.1.1 Mar 30, 2020