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Lstm: output range #351

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3 tasks
teubert opened this issue Jul 29, 2022 · 0 comments
Open
3 tasks

Lstm: output range #351

teubert opened this issue Jul 29, 2022 · 0 comments
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@teubert
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teubert commented Jul 29, 2022

Requirement Text
add penalty in loss function if outside range

Background Information
Outputs frequently have an expected range, and we want to encourage the model to learn something that will predict in that range

Suggested Solution
Create custom loss function

DoD

  • Implement feature
  • Add to example
  • Add tests
@teubert teubert added this to the v1.4 milestone Jul 29, 2022
@teubert teubert modified the milestones: v1.4, v1.5 Oct 3, 2022
@teubert teubert modified the milestones: v1.5, v1.6 May 26, 2023
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