Benchmarking

Per-sample transform benchmarking

The benchmarking is done using the jupyter notebook %timeit magic command.

• Per-sample transform benchmarking
  • Data Cleaning
  • Binning
  • Clipping
  • Scalers
  • Imputers
  • Encoders
  • Feature Generation
  • Feature Generation String
  • Feature Generation DateTime
• fit_transform benchmarking
  • Data Cleaning
  • Binning
  • Clipping
  • Scalers
  • Imputers
  • Encoders
  • Feature Generation
  • Feature Generation String
  • Feature Generation DateTime

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Per-sample transform benchmarking