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transforEmotion

Sentiment Analysis for Text, Image and Video using Transformer Models

v0.1.7 · Jan 8, 2026 · GPL (>= 3.0)

Description

Implements sentiment analysis using huggingface <https://huggingface.co> transformer zero-shot classification model pipelines for text and image data. The default text pipeline is Cross-Encoder's DistilRoBERTa <https://huggingface.co/cross-encoder/nli-distilroberta-base> and default image/video pipeline is Open AI's CLIP <https://huggingface.co/openai/clip-vit-base-patch32>. All other zero-shot classification model pipelines can be implemented using their model name from <https://huggingface.co/models?pipeline_tag=zero-shot-classification>.

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CRAN Check Status

14 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies dplyr googledrive LSAfun Matrix pbapply remotes reticulate textdata jsonlite ggplot2 reshape2 httr transforEmotion

Version History

new 0.1.7 Mar 10, 2026
updated 0.1.7 ← 0.1.6 diff Jan 7, 2026
updated 0.1.6 ← 0.1.5 diff May 14, 2025
updated 0.1.5 ← 0.1.4 diff Aug 19, 2024
updated 0.1.4 ← 0.1.1 diff Jan 8, 2024
updated 0.1.1 ← 0.1.0 diff May 10, 2022
updated 0.1.0 ← 0.0.1 diff Apr 3, 2022
new 0.0.1 Feb 28, 2022