Skip to content

Network optimization (Simplification - Simplify) #261

Open
@i3130002

Description

@i3130002

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.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions