Package: rollinglda 0.1.3
rollinglda: Construct Consistent Time Series from Textual Data
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.
Authors:
rollinglda_0.1.3.tar.gz
rollinglda_0.1.3.zip(r-4.7-x86_64)rollinglda_0.1.3.zip(r-4.6-x86_64)rollinglda_0.1.3.zip(r-4.5-x86_64)
rollinglda_0.1.3.tgz(r-4.6-x86_64)rollinglda_0.1.3.tgz(r-4.6-arm64)rollinglda_0.1.3.tgz(r-4.5-x86_64)rollinglda_0.1.3.tgz(r-4.5-arm64)
rollinglda_0.1.3.tar.gz(r-4.7-arm64)rollinglda_0.1.3.tar.gz(r-4.7-x86_64)rollinglda_0.1.3.tar.gz(r-4.6-arm64)rollinglda_0.1.3.tar.gz(r-4.6-x86_64)
rollinglda_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
rollinglda/json (API)
| # Install 'rollinglda' in R: |
| install.packages('rollinglda', repos = c('https://jonasrieger.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jonasrieger/rollinglda/issues
- economy_dates - A Snippet of the Economy Dataset from toscaData
- economy_texts - A Snippet of the Economy Dataset from toscaData
consistencylatent-dirichlet-allocationldamodel-selectionreliabilitytext-miningtextdatatopic-modeltopic-modelstopicmodeltopicmodelingtopicmodelling
Last updated from:b249e2a8ef. Checks:11 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 323 | ||
| linux-devel-x86_64 | NOTE | 304 | ||
| source / vignettes | OK | 419 | ||
| linux-release-arm64 | NOTE | 330 | ||
| linux-release-x86_64 | NOTE | 321 | ||
| macos-release-arm64 | NOTE | 240 | ||
| macos-release-x86_64 | NOTE | 316 | ||
| macos-oldrel-arm64 | NOTE | 227 | ||
| macos-oldrel-x86_64 | NOTE | 522 | ||
| windows-devel | NOTE | 138 | ||
| windows-release | NOTE | 138 | ||
| windows-oldrel | NOTE | 137 | ||
| wasm-release | OK | 136 |
Exports:as.RollingLDAgetChunksgetDatesgetDocsgetNamesgetVocabis.RollingLDARollingLDAupdateRollingLDA
Dependencies:askpassbackportsbase64encbase64urlbatchtoolsBBmiscBHbrewcheckmateclicolorspacecpp11crayoncurldata.tabledendextenddigestfarverfastmapfastmatchfsgenericsggplot2gluegridExtragtablehmshtmltoolshttrisobandISOcodesjsonlitelabelinglatticeldaldaPrototypelifecyclelubridatemagrittrMatrixmimeNLPopensslparallellyparallelMappkgconfigprettyunitsprogressquantedaR6rappdirsRColorBrewerRcpprlangS7scalesslamSnowballCstopwordsstringistringrsystimechangetmtoscavctrsviridisviridisLiteWikipediRwithrxml2yaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| rollinglda: Construct Consistent Time Series from Textual Data | rollinglda-package rollinglda |
| RollingLDA Object | as.RollingLDA is.RollingLDA |
| A Snippet of the Economy Dataset from toscaData | dates economy economy_dates economy_texts texts |
| Getter for RollingLDA | getChunks getDates getDocs getID.RollingLDA getLDA.RollingLDA getNames getParam.RollingLDA getVocab |
| RollingLDA | RollingLDA RollingLDA.default |
| Updating an existing RollingLDA object | RollingLDA.RollingLDA updateRollingLDA |
