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Network optimization (Simplification - Simplify) #261

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i3130002 opened this issue Mar 2, 2023 · 0 comments
Open

Network optimization (Simplification - Simplify) #261

i3130002 opened this issue Mar 2, 2023 · 0 comments

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@i3130002
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i3130002 commented Mar 2, 2023

Is your feature request related to a problem? Please describe.
While using the module, I noticed that it would not reduce the nodes and optimize/simplify the networks. It might be a great idea to do so especially after training and before exporting the top one.

Describe the solution you'd like
Suppose we have a network for XOR similar to the image below
Digraph gv

This network can be optimized into something more standardized like this image from here

Describe alternatives you've considered
A method to perform optimizations on a network or as a step in evolution.

Additional context
Years ago I witnessed a (Java if I'm not mistaken) neat project doing so.

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