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Get number of parameters of a layer and an NN #855

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lars-reimann opened this issue Jun 24, 2024 · 0 comments · May be fixed by #910
Open

Get number of parameters of a layer and an NN #855

lars-reimann opened this issue Jun 24, 2024 · 0 comments · May be fixed by #910
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@JawadFauzi @TellemHD @zogomii
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enhancement 💡 New feature or request lab Suitable for the lab team2

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@lars-reimann
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lars-reimann commented Jun 24, 2024 •
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Is your feature request related to a problem?

It would be helpful to know the number of parameters of a layer and an NN.

Desired solution

  • Add a method get_parameter_count() -> int to Layer (and subclasses), NeuralNetworkRegressor, and NeuralNetworkClassifier.
  • Delegate the actual counting to individual layer classes and just sum up the results in the NNs.

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@lars-reimann lars-reimann added enhancement 💡 New feature or request lab Suitable for the lab labels Jun 24, 2024
@lars-reimann lars-reimann changed the title Get number of parameters of an NN Get number of parameters of a layer and an NN Jun 24, 2024
@saius02 saius02 added the team2 label Jul 5, 2024
@TellemHD TellemHD self-assigned this Jul 5, 2024
@TellemHD TellemHD linked a pull request Jul 12, 2024 that will close this issue
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@TellemHD TellemHD linked a pull request Jul 12, 2024 that will close this issue
feat: Get number of parameters of a layer and a nn #910
Draft
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@JawadFauzi JawadFauzi

@TellemHD TellemHD

@zogomii zogomii

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enhancement 💡 New feature or request lab Suitable for the lab team2
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Library
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feat: Get number of parameters of a layer and a nn Safe-DS/Library
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@lars-reimann @JawadFauzi @TellemHD @saius02 @zogomii