fp_growth 1.0.0 copy "fp_growth: ^1.0.0" to clipboard
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Published 2 months ago • Latest: 2.0.1
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Metadata

A high-performance Dart implementation of the FP-Growth algorithm for frequent pattern mining and association rule learning. Features advanced metrics, a command-line interface, and CSV support.

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1.0.0 #

  • Initial release of the fp_growth package.
  • Implemented the full FP-Growth algorithm for frequent itemset mining.
  • Added association rule generation with Support, Confidence, and Lift metrics.
  • Introduced internal integer-item mapping for improved performance.
  • Implemented single-path optimization in recursive mining.
  • Added a CSV data adapter for loading transaction datasets.
  • Developed a Command-Line Interface (CLI) for effortless dataset analysis.
  • Integrated a flexible and extensible logging system.
  • Refactored and reorganized the project structure for better maintainability.
  • Enhanced association rules with additional metrics: Leverage and Conviction.

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Metadata

A high-performance Dart implementation of the FP-Growth algorithm for frequent pattern mining and association rule learning. Features advanced metrics, a command-line interface, and CSV support.

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Dependencies

args, collection, csv

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