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Changelog

Source: NEWS.md

rtemis 1.0.0

Major Features

  • Advanced machine learning framework with unified API for supervised and unsupervised learning
  • Comprehensive data visualization capabilities
  • Uses S7 classes and methods with type checking and validation internally
  • Efficient functional user-facing API
  • Support for parallel processing via future framework
  • Interactive visualizations with plotly and other htmlwidgets

Dependencies

  • Core dependencies: S7, data.table, future, htmltools, cli
  • Extensive support for optional packages for specialized functionality
  • Compatible with R >= 4.1.0

Documentation

S7 re-write

  • The package was re-written to use S7 classes and methods throughout, instead of the previous R6-based implementation.
  • The goal is to provide a robust, type-safe backend while maintaining a functional user-facing API.
  • The original package featured ~80 supervised learning algorithms, many of which we never used. The new version begins with a core set of essential algorithms, with more planned for future releases.

This is the initial CRAN release of rtemis.