Rics

My personal little ML engineering library.

Utility functions

• Logging configuration
• Multivariate performance testing
• Fetching data from remote sources
• …and more!

ID Translation

• Quickstart guide
  • The Configuration File
  • Translating IDs in 30 seconds
• Translation format strings
• The Translator
• Handling unknown IDs
• Fetching: SQL database
• Fetching: Local files
• Fetching: User implementations
• Offline translation

Documentation

• Installation
  • Stable release
• Change history
  • Unreleased
  • 0.5.0 - 2022-06-14
  • 0.4.0 - 2022-03-24
  • 0.3.2 - 2022-03-17
  • 0.3.1 - 2022-03-17
  • 0.3.0 - 2022-03-17
  • 0.2.0 - 2022-03-15
  • 0.1.0 - 2022-03-12
• Readme
  • Features
  • Quickstart for development
  • Credits
• License

Complete API reference

• rics.utility package
  • Subpackages
    • rics.utility.perf package
      • Module contents
  • Submodules
  • rics.utility.collections module
  • rics.utility.logs module
  • rics.utility.misc module
  • rics.utility.plotting module
  • rics.utility.strings module
  • Module contents
• rics.utility.perf package
  • Module contents
• rics.cardinality package
  • Submodules
  • rics.cardinality.exceptions module
  • Module contents
• rics.mapping package
  • Submodules
  • rics.mapping.exceptions module
  • rics.mapping.score_functions module
  • Module contents
• rics.translation package
  • Subpackages
    • rics.translation.dio package
      • Submodules
      • rics.translation.dio.exceptions module
      • Module contents
    • rics.translation.fetching package
      • Submodules
      • rics.translation.fetching.exceptions module
      • Module contents
    • rics.translation.offline package
      • Submodules
      • rics.translation.offline.types module
      • Module contents
  • Submodules
  • rics.translation.exceptions module
  • Module contents

Cookbook

• Binary search
• Git
• Terminal