8000 v0.5.3 by Shusei-E · Pull Request #221 · keyATM/keyATM · GitHub
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Mar 30, 2025
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2 changes: 1 addition & 1 deletion DESCRIPTION
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@@ -1,5 +1,5 @@
Package: keyATM
Version: 0.5.2
Version: 0.5.3
Title: Keyword Assisted Topic Models
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>.
Authors@R: c(person("Shusei", "Eshima", email = "shuseieshima@gmail.com", role = c("aut","cre"), comment = c(ORCID = "0000-0003-3613-4046")),
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8 changes: 4 additions & 4 deletions NEWS.md
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# keyATM 0.5.3
### Bug fix
* Fixing the semantic coherence function ([#220](https://github.com/keyATM/keyATM/pull/220))

# keyATM 0.5.2
### Minor changes
* Fixing the semantic coherence function (use sum(row1) in the denominator)
* Updating the paper information
* Deleting the `save()` function (thank you [@AMindToThink](https://github.com/AMindToThink) for repoting this error in [#214](https://github.com/keyATM/keyATM/issues/214))

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* `by_strata_DocTopic()` takes the correct arguments ([#180](https://github.com/keyATM/keyATM/issues/180), thank you [@pmeiners](https://github.com/pmeiners) for reporting this!).

# keyATM 0.4.0
[Roadmap](https://github.com/keyATM/keyATM/projects/3) for this version.

### Major changes
* Implementation of Polya-Gamma covariate keyATM.
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# keyATM 0.3.0
[Roadmap](https://github.com/keyATM/keyATM/projects/2) for this version.

### Major changes
* Use the Highest Density Interval as a default (`method = "hdi"`) in `plot.strata_doctopic()`, `plot_timetrend()`, and `plot_pi()`. The previous version uses the Equal-tailed Interval (`method = "eti"`).
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* Temporary update `test-Initialization.R` to deal with some errors.

# keyATM 0.2.0
[Roadmap](https://github.com/keyATM/keyATM/projects/1) for this version.

### Major changes
* Update the `by_strata_DocTopic()` function.
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2 changes: 1 addition & 1 deletion R/utils.R
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Expand Up @@ -220,7 +220,7 @@ covariates_standardize <- function(data, type, cov_formula = NULL) {
#' @param split boolean, if multi-word terms be seperated, e.g. "air force" splits into "air" and "force".
#' @param ... additional parameters for [quanteda::dictionary()]
#' @return a named list which can be used as keywords for e.g. [keyATM()]
#' @seealso \code{\link{dictionary}}
#' @seealso [quanteda::dictionary()]
#' @export
#' @examples
#' \dontrun{
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1 change: 0 additions & 1 deletion README.md
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Expand Up @@ -10,7 +10,6 @@ downloads](https://cranlogs.r-pkg.org/badges/grand-total/keyATM)](https://cran.r
[![Lifecycle:
stable](https://lifecycle.r-lib.org/articles/figures/lifecycle-stable.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable)
[![R build status](https://github.com/keyATM/keyATM/actions/workflows/R-CMD-check.yml/badge.svg)](https://github.com/keyATM/keyATM/actions)
[![Mergify Status](https://img.shields.io/endpoint.svg?url=https://api.mergify.com/v1/badges/keyATM/keyATM&style=flat)](https://mergify.io)
<!-- badges: end -->

# About
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18 changes: 9 additions & 9 deletions docs/404.html

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18 changes: 9 additions & 9 deletions docs/LICENSE.html

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