Package: sentiment.ai 0.1.1

sentiment.ai: Simple Sentiment Analysis Using Deep Learning

Sentiment Analysis via deep learning and gradient boosting models with a lot of the underlying hassle taken care of to make the process as simple as possible. In addition to out-performing traditional, lexicon-based sentiment analysis (see <https://benwiseman.github.io/sentiment.ai/#Benchmarks>), it also allows the user to create embedding vectors for text which can be used in other analyses. GPU acceleration is supported on Windows and Linux.

Authors:Ben Wiseman [cre, aut, ccp], Steven Nydick [aut], Tristan Wisner [aut], Fiona Lodge [ctb], Yu-Ann Wang [ctb], Veronica Ge [art], Korn Ferry Institute [fnd]

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NEWS

# Install 'sentiment.ai' in R:
install.packages('sentiment.ai', repos = c('https://benwiseman.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/benwiseman/sentiment.ai/issues

Datasets:

On CRAN:

2.70 score 6 scripts 267 downloads 10 exports 34 dependencies

Last updated 3 years agofrom:7cb2b5be77. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-winOKOct 31 2024
R-4.5-linuxOKOct 31 2024
R-4.4-winNOTEOct 31 2024
R-4.4-macNOTEOct 31 2024
R-4.3-winNOTEOct 31 2024
R-4.3-macNOTEOct 31 2024

Exports:as_py_listcheck_sentiment.aicosinecosine_matchembed_textinit_sentiment.aiinstall_sentiment.aisentiment_matchsentiment_scoresentiment.env

Dependencies:backportsbase64enccliconfigdata.tableglueherejsonlitelatticelifecyclemagrittrMatrixpngprocessxpsR6rappdirsRcppRcppTOMLreticulaterlangroperatorsrprojrootrstudioapitensorflowtfautographtfhubtfrunstidyselectvctrswhiskerwithrxgboostyaml

sentiment.ai

Rendered fromvignette.Rmdusingknitr::rmarkdownon Oct 31 2024.

Last update: 2022-03-09
Started: 2022-03-09