https://github.com/anothersamwilson/pipelinetools

Fast and easy modeling pipeline.
https://github.com/anothersamwilson/pipelinetools

Last synced: 3 months ago
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Fast and easy modeling pipeline.

• Host: GitHub
• URL: https://github.com/anothersamwilson/pipelinetools
• Owner: AnotherSamWilson
• License: other
• Created: 2020-06-16T14:44:24.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-06-17T14:22:57.000Z (almost 5 years ago)
• Last Synced: 2025-01-08T04:52:46.704Z (5 months ago)
• Language: C#
• Size: 185 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        

# Pipeline Tools

Personal package of very useful funcitons used in modeling pipeline.

Features:

  - Encoding

      - Frequency  

      - Gaussian (center scaling)  

      - Dummy Variables (faster than caret\!)  

      - NA encoding  

      - Ordinal Encoding  

      - Uniform Encoding  

      - Rare Value Aggregation  

      - Flexible Box Cox Transformation  

  - ODBC Connection functions  

  - xgbfi Wrappers  

  - Fast and Easy data.table toCSV()  

  - Multi-Character Substitution

All encodings have associated ‘apply’ S3 methods, so the same object can

be applied to any applicable dataset.