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Regularizers #31

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thib-s opened this issue Aug 9, 2021 · 0 comments
Open

Regularizers #31

thib-s opened this issue Aug 9, 2021 · 0 comments
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@franckma31
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enhancement New feature or request
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1.4

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@thib-s
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thib-s commented Aug 9, 2021

All methods ensure constraints directly in the computation graph. However having a Regularizer module could be useful.
There would be:

  • lipschitz constant regularization
  • orthogonality regularization
    These regularization would be declined for both Dense and Conv layers.
@thib-s thib-s added the enhancement New feature or request label Aug 9, 2021
@thib-s thib-s added this to the 1.2 milestone Aug 9, 2021
@thib-s thib-s modified the milestones: 1.2, 1.3 Sep 10, 2021
@thib-s thib-s modified the milestones: 1.3, 1.4 Aug 29, 2022
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@thib-s @franckma31