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UI system to manage ML input

Project description

MLFields: ML input management

Why I develop this

I feel it is hard to manage features in ML projects;

  • During experiment phase, I often do many experiments and lose track of feature history
  • During oepration phase, I need to build monitoring system each time

The solution I want to build in this library

System manages features in following structure

  • Project: unit of managing features
    • Set of feature definitions
    • Generated features
    • Experiments (evaluation of generated features)

Project details


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