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Package: rollinglda | ||
Type: Package | ||
Title: Construct Consistent Time Series from Textual Data | ||
Version: 0.1.2 | ||
Date: 2022-09-30 | ||
Version: 0.1.3 | ||
Date: 2023-11-27 | ||
Authors@R: person("Jonas", "Rieger", email="[email protected]", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0007-4478")) | ||
Description: A rolling version of the Latent Dirichlet Allocation, see Rieger et al. (2021) <doi:10.18653/v1/2021.findings-emnlp.201>. 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. | ||
URL: https://github.com/JonasRieger/rollinglda | ||
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