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rollinglda  

Construct Consistent Time Series from Textual Data
View on CRAN: Click here


Download and install rollinglda package within the R console
Install from CRAN:
install.packages("rollinglda")

Install from Github:
library("remotes")
install_github("cran/rollinglda")

Install by package version:
library("remotes")
install_version("rollinglda", "0.1.3")



Attach the package and use:
library("rollinglda")
Maintained by
Jonas Rieger
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-08
Latest Update: 2023-11-28
Description:
A rolling version of the Latent Dirichlet Allocation, see Rieger et al. (2021) . By a sequential approach, it enables the construction of LDA-based time series of topics that are consistent with previous states of LDA models. After an initial modeling, updates can be computed efficiently, allowing for real-time monitoring and detection of events or structural breaks.
How to cite:
Jonas Rieger (2021). rollinglda: Construct Consistent Time Series from Textual Data. R package version 0.1.3, https://cran.r-project.org/web/packages/rollinglda. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.0 (2021-09-08 17:00), 0.1.1 (2021-10-28 15:30), 0.1.2 (2022-10-01 09:10)
Other packages that cited rollinglda R package
View rollinglda citation profile
Other R packages that rollinglda depends, imports, suggests or enhances
Complete documentation for rollinglda
Functions, R codes and Examples using the rollinglda R package
Some associated functions: RollingLDA . as.RollingLDA . economy . getChunks . rollinglda-package . updateRollingLDA . 
Some associated R codes: RollingLDA.R . as.RollingLDA.R . data.R . getChunks.R . helpers.R . rollinglda-package.R . rollinglda_internal.R . updateRollingLDA.R .  Full rollinglda package functions and examples
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