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odashi avatar odashi commented on May 18, 2024 1

@Vector-Cross Great. At this point we have no options to expand composite functions, but we could provide something (namely expand_functions boolean option). It may be useful for other functions, e.g., hypot atan2. Let me work on this later.

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odashi avatar odashi commented on May 18, 2024

@Vector-Cross Thanks for posting the issue.

We need more information about the expected behavior. I think this function could be expressed as different forms:

  • $\sigma(x)$
  • $\frac{1}{1 + \exp(-x)}$
  • $\mathrm{expit}(x)$

either choice would be correct according to the situation (i.e., someone wants a specific form, but someone doesn't want it)

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Vector-Cross avatar Vector-Cross commented on May 18, 2024

Thanks for reply.
I wonder if there is a method that can be expressed in the second form.
Otherwise I have to redefinition sigmoid function by myself.

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