rollinglda: Construct Consistent Time Series from Textual Data

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.

Package details

AuthorJonas Rieger [aut, cre] (<>)
MaintainerJonas Rieger <>
LicenseGPL (>= 3)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the rollinglda package in your browser

Any scripts or data that you put into this service are public.

rollinglda documentation built on Sept. 8, 2021, 5:07 p.m.