keyATM

Keyword Assisted Topic Models

v0.5.5 · Jan 17, 2026 · GPL-3

Description

Fits keyword assisted topic models (keyATM) using collapsed Gibbs samplers. The keyATM combines the latent dirichlet allocation (LDA) models with a small number of keywords selected by researchers in order to improve the interpretability and topic classification of the LDA. The keyATM can also incorporate covariates and directly model time trends. The keyATM is proposed in Eshima, Imai, and Sasaki (2024) <doi:10.1111/ajps.12779>.

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CRAN Check Status

6 NOTE

8 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	346s
r-devel-linux-x86_64-debian-gcc	NOTE	247.2s
r-devel-linux-x86_64-fedora-clang	OK	574.1s
r-devel-linux-x86_64-fedora-gcc	OK	669.2s
r-devel-macos-arm64	OK	60s
r-devel-windows-x86_64	NOTE	388s
r-oldrel-macos-arm64	NOTE	65s
r-oldrel-macos-x86_64	NOTE	376s
r-oldrel-windows-x86_64	OK	480s
r-patched-linux-x86_64	NOTE	324.7s
r-release-linux-x86_64	OK	317.3s
r-release-macos-arm64	OK	60s
r-release-macos-x86_64	OK	237s
r-release-windows-x86_64	OK	382s

Check details (6 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

compiled code

File ‘keyATM/libs/keyATM.so’:
  Found non-API call to R: ‘R_UnboundValue’

Compiled code should not call non-API entry points in R.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual,
and section ‘Moving into C API compliance’ for issues with the use of
non-API entry points.

NOTE r-devel-linux-x86_64-debian-gcc

compiled code

File ‘keyATM/libs/keyATM.so’:
  Found non-API call to R: ‘R_UnboundValue’

Compiled code should not call non-API entry points in R.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual,
and section ‘Moving into C API compliance’ for issues with the use of
non-API entry points.

NOTE r-devel-windows-x86_64

compiled code

File 'keyATM/libs/x64/keyATM.dll':
  Found non-API call to R: 'R_UnboundValue'

Compiled code should not call non-API entry points in R.

See 'Writing portable packages' in the 'Writing R Extensions' manual,
and section 'Moving into C API compliance' for issues with the use of
non-API entry points.

NOTE r-oldrel-macos-arm64

installed package size

installed size is 11.7Mb
  sub-directories of 1Mb or more:
    libs  11.3Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is 12.1Mb
  sub-directories of 1Mb or more:
    libs  11.6Mb

NOTE r-patched-linux-x86_64

compiled code

File ‘keyATM/libs/keyATM.so’:
  Found non-API call to R: ‘R_UnboundValue’

Compiled code should not call non-API entry points in R.

See ‘Writing portable packages’ in the ‘Writing R Extensions’ manual,
and section ‘Moving into C API compliance’ for issues with the use of
non-API entry points.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-oldrel-macos-arm64

installed package size

installed size is 11.7Mb
  sub-directories of 1Mb or more:
    libs  11.3Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is 12.1Mb
  sub-directories of 1Mb or more:
    libs  11.6Mb

Reverse Dependencies (3)

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Dependency Network

Version History

new 0.5.5 Mar 10, 2026

updated 0.5.5 ← 0.5.4 diff Jan 16, 2026

updated 0.5.4 ← 0.5.3 diff Jul 20, 2025

updated 0.5.3 ← 0.5.2 diff Mar 29, 2025

updated 0.5.2 ← 0.5.1 diff Apr 23, 2024

updated 0.5.1 ← 0.5.0 diff Feb 4, 2024

updated 0.5.0 ← 0.4.2 diff May 10, 2023

updated 0.4.2 ← 0.4.1 diff Jan 5, 2023

updated 0.4.1 ← 0.4.0 diff Jun 10, 2022

updated 0.4.0 ← 0.3.1 diff Feb 13, 2021

updated 0.3.1 ← 0.3.0 diff Jul 28, 2020

updated 0.3.0 ← 0.2.2 diff Jul 12, 2020

updated 0.2.2 ← 0.2.0 diff Jun 2, 2020

updated 0.2.0 ← 0.1.0 diff May 22, 2020

new 0.1.0 Apr 14, 2020