flaiR 0.0.7

[davidycliao]

flaiR 0.0.7 Release Notes

This release brings significant enhancements to streamline natural language processing workflows in R, introducing Docker support and unified function interfaces.

Major Changes

New Features

• Added comprehensive tutorial section for Flair NLP embedding extraction and embedding regression analysis (conText R package)
• Introduced Docker support optimized for M1/M2 Macs (linux/arm64)
• Enhanced documentation with detailed usage examples and best practices

Function Unification and Improvements

• Streamlined POS tagging interface by merging get_pos() and get_pos_batch() functions
• Unified named entity recognition with consolidated get_entities() function
• Optimized codebase for better performance and reliability

Deprecations and Changes

• Removed deprecated sentiment analysis functions (get_sentiment() and get_sentiment_batch())
• Simplified API structure for more intuitive usage

Installation Options

R Package Installation

# Install directly from GitHub
remotes::install_github("davidycliao/flaiR")

Docker Installation

# Pull the Docker image
docker pull ghcr.io/davidycliao/flair:latest

# Run the container
docker run -it ghcr.io/davidycliao/flair:latest

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This discussion was created from the release flaiR 0.0.7.