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)
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