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Installation

  • Installation from pypi
  • Installation from sources

API Reference

  • Datasets
  • Feature Extraction
  • Preprocessing
  • Itemsets
  • Periodic
  • Emerging
  • Base
  • Callback API
  • Graphs

Tutorials

  • Fetch FIMI datasets
  • Generate synthetic transactional data
  • Linear time Closed item set Miner
  • SLIM for market basket analysis
  • Classification examples with SLIM
  • Callback API demo
  • GraphMDL for graph pattern mining
  • Periodic pattern mining, an example with Canadian TV programs
  • References

About

  • Compatibility with Scikit-Learn
  • Contributing
  • Inclusion criteria
  • Development process
  • History
scikit-mine
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  • Fetch FIMI datasets
    • Load individual datasets from the repository
    • Load your own files in FIMI format
    • Print basic statistics about a dataset
  • Generate synthetic transactional data
    • Check the generated data
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