neataptic/mkdocs/templates/articles/neuroevolution.md

Architecture-free neural network library with genetic algorithm implementations

description: A list of neuro-evolution algorithms set up with Neataptic
authors: Thomas Wagenaar
keywords: genetic-algorithm, Neat, JavaScript, Neataptic, neuro-evolution

This page shows some neuro-evolution examples. Please note that not every example
may always be successful. More may be added in the future!

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    1: Uphill and downhill
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    <p class="small">This neural network gets taught to increase the input by 0.2 until 1.0 is reached, then it must decrease the input by 2.0.</p>
    <button type="button" class="btn btn-default" onclick="showModal(1, 0)">Training set</button>
    <button type="button" class="btn btn-default" onclick="showModal(1, 1)">Evolve settings</button>
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      <button type="button" class="btn btn-primary" onclick="run(1)">Start</button>
      <button type="button" class="btn btn-default status1" style="display: none" onclick="showModal(1, 2)">Status</button>
      <button type="button" class="btn btn-danger error1" style="display: none">Error</button>
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    <svg class="example1" style="display: none"/>
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    2: Count to ten
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    <p class="small">This neural network gets taught to wait 9 inputs of 0, to output 1 at input number 10.</p>
    <button type="button" class="btn btn-default" onclick="showModal(2, 0)">Training set</button>
    <button type="button" class="btn btn-default" onclick="showModal(2, 1)">Evolve settings</button>
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      <button type="button" class="btn btn-primary" onclick="run(2)">Start</button>
      <button type="button" class="btn btn-default status2" style="display: none" onclick="showModal(2, 2)">Status</button>
      <button type="button" class="btn btn-danger error2" style="display: none">Error</button>
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    <svg class="example2" style="display: none"/>
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    3: Vowel vs. consonants classification
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    <p class="small">This neural network gets taught to classify if a letter of the alphabet is a vowel or not. The data is one-hot-encoded.</p>
    <button type="button" class="btn btn-default" onclick="showModal(3, 0)">Training set</button>
    <button type="button" class="btn btn-default" onclick="showModal(3, 1)">Evolve settings</button>
    <div class="btn-group">
      <button type="button" class="btn btn-primary" onclick="run(3)">Start</button>
      <button type="button" class="btn btn-default status3" style="display: none" onclick="showModal(3, 2)">Status</button>
      <button type="button" class="btn btn-danger error3" style="display: none">Error</button>
    </div>
    <svg class="example3" style="display: none"/>
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