kinoml icon indicating copy to clipboard operation
kinoml copied to clipboard

Published 20 hours ago • verified publisher icon openkinome

running notebook with custom loss class for skorch.

Open t-kimber opened this issue 4 years ago • 1 comments

Description

This PR focuses on how to use skorch (Pytorch + sklearn) package for training the machine learning models. Advantages: Cool features pre-implemented, e.g.

  • Built in cross-validation
  • early stopping
  • callbacks
  • etc.

Todos

  • [ ] Include skorch in API
  • [x] running example
    • [x] custom loss class for pIC50 to enable observation model

Questions

  • [ ] Question1

Status

  • [ ] Ready to go

t-kimber avatar Aug 20 '20 14:08 t-kimber