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        <p>Beautiful colors fro Carlos</p>
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        <e type="operand">51</e>
        <e type="operand">0</e>
        <e type="operand">61</e>
        <e type="operand">0</e>
        <e type="operand">71</e>
        <e type="operand">0</e>
        <e type="operand">81</e>
        <e type="operand">0</e>
        <e type="operand">91</e>
        <e type="operand">0</e>
        <e type="operand">101</e>
        <e type="operand">0</e>
        <e type="operand">111</e>
        <e type="operand">0</e>
        <e type="operand">121</e>
        <e type="operand">0</e>
        <e type="operand">131</e>
        <e type="operand">0</e>
        <e type="operand">141</e>
        <e type="operand">0</e>
        <e type="operand">151</e>
        <e type="operand">0</e>
        <e type="operand">161</e>
        <e type="operand">0</e>
        <e type="operand">171</e>
        <e type="operand">0</e>
        <e type="operand">181</e>
        <e type="operand">0</e>
        <e type="operand">191</e>
        <e type="operand">0</e>
        <e type="operand">201</e>
        <e type="operand">0.0022</e>
        <e type="operand">211</e>
        <e type="operand">0.0803</e>
        <e type="operand">221</e>
        <e type="operand">0.2117</e>
        <e type="operand">231</e>
        <e type="operand">0.3798</e>
        <e type="operand">241</e>
        <e type="operand">0.5776</e>
        <e type="operand">251</e>
        <e type="operand">0.8013</e>
        <e type="operand">261</e>
        <e type="operand">1.0482</e>
        <e type="operand">271</e>
        <e type="operand">1.3163</e>
        <e type="operand">281</e>
        <e type="operand">1.604</e>
        <e type="operand">291</e>
        <e type="operand">1.91</e>
        <e type="operand">301</e>
        <e type="operand">2.2333</e>
        <e type="operand">311</e>
        <e type="operand">2.5731</e>
        <e type="operand">321</e>
        <e type="operand">2.9285</e>
        <e type="operand">331</e>
        <e type="operand">3.2989</e>
        <e type="operand">341</e>
        <e type="operand">3.6838</e>
        <e type="operand">351</e>
        <e type="operand">4.0826</e>
        <e type="operand">361</e>
        <e type="operand">4.4947</e>
        <e type="operand">37</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="76">mat</e>
        <e type="operand">1</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="3">mat</e>
      </result>
    </math>
  </region>
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</raw>
    </picture>
  </region>
  <region id="19" left="9" top="1728" width="726" height="104" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p>The new equations for tube characteristics are phenomenological equations, that is, equations that model the behavior of physical phenomena using a reasonable number of parameters, but are not derived from fundamental physics. They have been designed so that plate current IP &gt; 0 whenever plate voltage EP &gt; 0 (for triodes) or screen grid voltage EG2 &gt; 0 (for pentodes). Both equations take advantage of the fact that log(1+exp(x)) approaches x when x &gt;&gt; 1 and 0 when x &lt;&lt; 1.</p>
    </text>
  </region>
  <region id="20" left="9" top="1845" width="396" height="64" border="true" color="#000000" bgColor="#ffffff">
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      <input>
        <e type="operand">data</e>
        <e type="operand">char</e>
        <e type="operand">size</e>
        <e type="operand">clr</e>
        <e type="function" args="4">plot</e>
        <e type="operand">k</e>
        <e type="operand">1</e>
        <e type="operand">data</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">r3</e>
        <e type="operand">k</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">char</e>
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        <e type="operand">r4</e>
        <e type="operand">k</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">size</e>
        <e type="operator" args="2">:</e>
        <e type="operand">r5</e>
        <e type="operand">k</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">clr</e>
        <e type="operator" args="2">:</e>
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        <e type="operand">1</e>
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        <e type="function" preserve="true" args="3">for</e>
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        <e type="operand">r3</e>
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        <e type="operand">r5</e>
        <e type="function" preserve="true" args="4">augment</e>
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        <e type="function" preserve="true" args="4">line</e>
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        <e type="operand">XY</e>
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        <e type="operand">0</e>
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        <e type="operand">0</e>
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        <e type="operand">0</e>
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        <e type="operand">0</e>
        <e type="operand">191</e>
        <e type="operand">0</e>
        <e type="operand">201</e>
        <e type="operand">0.0022</e>
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        <e type="operand">0.8013</e>
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        <e type="operand">271</e>
        <e type="operand">1.3163</e>
        <e type="operand">281</e>
        <e type="operand">1.604</e>
        <e type="operand">291</e>
        <e type="operand">1.91</e>
        <e type="operand">301</e>
        <e type="operand">2.2333</e>
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        <e type="operand">2.5731</e>
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        <e type="operand">2.9285</e>
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        <e type="operand">3.2989</e>
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        <e type="operand">3.6838</e>
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        <e type="operand">4.0826</e>
        <e type="operand">361</e>
        <e type="operand">4.4947</e>
        <e type="operand">37</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="76">mat</e>
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    </math>
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    <math>
      <input>
        <e type="operand">XY</e>
        <e type="operand">XY</e>
        <e type="operand">16</e>
        <e type="operand">XY</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="5">submatrix</e>
        <e type="operator" args="2">:</e>
        <e type="operand">X</e>
        <e type="operand">XY</e>
        <e type="operand">1</e>
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        <e type="operator" args="2">:</e>
        <e type="operand">Y</e>
        <e type="operand">XY</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">data</e>
        <e type="operand">XY</e>
        <e type="operand" style="string">o</e>
        <e type="operand">5</e>
        <e type="operand" style="string">black</e>
        <e type="function" args="4">plot</e>
        <e type="operator" args="2">:</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="6">line</e>
      </input>
    </math>
  </region>
  <region id="28" left="153" top="3393" width="406" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
    <text lang="eng">
      <p bold="true">The classical 2nd order XFR system</p>
    </text>
  </region>
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    <math>
      <input>
        <e type="operand">α</e>
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      </input>
    </math>
  </region>
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    <math>
      <input>
        <e type="operand">β</e>
        <e type="operand">300</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="31" left="324" top="3429" width="60" height="32" color="#000000" bgColor="#ffff80" fontSize="10">
    <math>
      <input>
        <e type="operand">K.p</e>
        <e type="operand">24</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="32" left="423" top="3429" width="77" height="24" color="#000000" bgColor="#ffe1e1" fontSize="10">
    <math>
      <description active="true" position="Right" lang="eng">
        <p>in some ways: undefined</p>
      </description>
      <input>
        <e type="operand">xo</e>
        <e type="operand">193</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="33" left="153" top="3465" width="408" height="46" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>XFR of the 2nd order classical system:Kp [Process gain], α,β [Dynamics]</p>
      </description>
      <input>
        <e type="operand">t</e>
        <e type="function" args="1">XFR</e>
        <e type="operand">K.p</e>
        <e type="operand">1</e>
        <e type="operand">α</e>
        <e type="operand">β</e>
        <e type="operand">α</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">/</e>
        <e type="operand">t</e>
        <e type="operator" args="1">-</e>
        <e type="operand">xo</e>
        <e type="operator" args="2">-</e>
        <e type="operand">α</e>
        <e type="operator" args="2">/</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">+</e>
        <e type="operand">β</e>
        <e type="operand">β</e>
        <e type="operand">α</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">/</e>
        <e type="operand">t</e>
        <e type="operator" args="1">-</e>
        <e type="operand">xo</e>
        <e type="operator" args="2">-</e>
        <e type="operand">β</e>
        <e type="operator" args="2">/</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="34" left="162" top="3564" width="172" height="43" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">x</e>
        <e type="function" args="1">c</e>
        <e type="operand">1</e>
        <e type="operand">xo</e>
        <e type="operator" args="1">-</e>
        <e type="operand">x</e>
        <e type="operator" args="2">≤</e>
        <e type="operand" style="string" />
        <e type="function" preserve="true" args="3">cases</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="35" left="162" top="3618" width="394" height="251" color="#000000" bgColor="#ffffff" fontSize="10">
    <plot type="2d" render="lines" scale_x="4.66398563862082" scale_y="0.0834428030502227" scale_z="0.389176035072504" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-151" transpose_y="-99" transpose_z="0">
      <input>
        <e type="operand">xo</e>
        <e type="operator" args="1">-</e>
        <e type="operand">1</e>
        <e type="operand">xo</e>
        <e type="operator" args="1">-</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operand">x</e>
        <e type="function" args="1">XFR</e>
        <e type="operand">x</e>
        <e type="function" args="1">c</e>
        <e type="operator" args="2">*</e>
        <e type="operand">XY</e>
        <e type="operand" style="string">o</e>
        <e type="operand">5</e>
        <e type="operand" style="string">black</e>
        <e type="function" args="4">plot</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">sys</e>
      </input>
    </plot>
  </region>
  <region id="36" left="585" top="3627" width="106" height="83" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">α</e>
        <e type="operand">β</e>
        <e type="operand">α</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">/</e>
        <e type="operand">β</e>
        <e type="operand">β</e>
        <e type="operand">α</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operator" args="2">/</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
      </input>
      <result action="numeric">
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">mat</e>
      </result>
    </math>
  </region>
  <region id="37" left="162" top="3978" width="60" height="24" color="#000000" bgColor="#ffff80" fontSize="10">
    <math>
      <input>
        <e type="operand">α</e>
        <e type="operand">190</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="38" left="252" top="3978" width="60" height="24" color="#000000" bgColor="#ffff80" fontSize="10">
    <math>
      <input>
        <e type="operand">β</e>
        <e type="operand">380</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="39" left="333" top="3978" width="60" height="32" color="#000000" bgColor="#ffff80" fontSize="10">
    <math>
      <input>
        <e type="operand">K.p</e>
        <e type="operand">34</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="40" left="432" top="3978" width="77" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">xo</e>
        <e type="operand">190</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="41" left="9" top="4032" width="490" height="40" color="#000000" bgColor="#ffffff" fontSize="10">
    <text lang="eng">
      <p>http://www.normankoren.com/Audio/Tube_params.htmlhttp://www.normankoren.com/Audio/Tubemodspice_article.html</p>
    </text>
  </region>
  <region id="42" top="4104" color="#000000" bgColor="#ffffff">
    <area collapsed="true">
      <title lang="eng">
        <p>     plotG, discrete  poly     </p>
      </title>
    </area>
    <region id="43" left="9" top="4131" width="761" height="121" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math exponentialThreshold="3">
        <input>
          <e type="operand">vx</e>
          <e type="operand">vy</e>
          <e type="operand">char</e>
          <e type="operand">size</e>
          <e type="operand">color</e>
          <e type="function" args="5">plotG</e>
          <e type="operand">n</e>
          <e type="operand">vx</e>
          <e type="function" preserve="true" args="1">length</e>
          <e type="operator" args="2">:</e>
          <e type="operand">plot</e>
          <e type="operand">vx</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">vy</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">char</e>
          <e type="operand">size</e>
          <e type="operand">color</e>
          <e type="function" preserve="true" args="5">augment</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">2</e>
          <e type="operand">n</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">plot</e>
          <e type="operand">plot</e>
          <e type="operand">vx</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">vy</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">char</e>
          <e type="operand">size</e>
          <e type="operand">color</e>
          <e type="function" preserve="true" args="5">augment</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">plot</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="44" left="36" top="4257" width="419" height="94" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math>
        <input>
          <e type="operand">Low</e>
          <e type="operand">High</e>
          <e type="operand">step</e>
          <e type="operand">x</e>
          <e type="function" args="1">fnct</e>
          <e type="function" args="4">inc</e>
          <e type="operand">U</e>
          <e type="operand">Low</e>
          <e type="operand">High</e>
          <e type="operand">step</e>
          <e type="function" preserve="true" args="3">range</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">U</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">f</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">U</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="function" args="1">fnct</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">U</e>
          <e type="operand">f</e>
          <e type="function" preserve="true" args="2">augment</e>
          <e type="operand">3</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="5">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="45" left="459" top="4257" width="454" height="128" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math optimize="2" fractionType="auto" decimalPlaces="3">
        <input>
          <e type="operand">data</e>
          <e type="operand">char</e>
          <e type="operand">size</e>
          <e type="operand">clr</e>
          <e type="function" args="4">plot</e>
          <e type="operand">k</e>
          <e type="operand">1</e>
          <e type="operand">data</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">r3</e>
          <e type="operand">k</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">char</e>
          <e type="operator" args="2">:</e>
          <e type="operand">r4</e>
          <e type="operand">k</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">size</e>
          <e type="operator" args="2">:</e>
          <e type="operand">r5</e>
          <e type="operand">k</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">clr</e>
          <e type="operator" args="2">:</e>
          <e type="operand">3</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="5">line</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">data</e>
          <e type="operand">r3</e>
          <e type="operand">r4</e>
          <e type="operand">r5</e>
          <e type="function" preserve="true" args="4">augment</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="46" left="36" top="4365" width="491" height="231" border="true" color="#000000" bgColor="#ffffe1" fontSize="10">
      <math decimalPlaces="6">
        <description active="true" position="Top" lang="eng">
          <p>Bar plot unicolor style, bar width user.</p>
        </description>
        <input>
          <e type="operand">data</e>
          <e type="operand">dt</e>
          <e type="function" args="2">BarSize</e>
          <e type="operand">v</e>
          <e type="operand">data</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="2">col</e>
          <e type="operator" args="2">:</e>
          <e type="operand">t</e>
          <e type="operand">v</e>
          <e type="function" args="2">bar</e>
          <e type="operand">t</e>
          <e type="operand">dt</e>
          <e type="operator" args="2">-</e>
          <e type="operand">0</e>
          <e type="operand">t</e>
          <e type="operand">dt</e>
          <e type="operator" args="2">-</e>
          <e type="operand">v</e>
          <e type="operand">t</e>
          <e type="operand">dt</e>
          <e type="operator" args="2">+</e>
          <e type="operand">v</e>
          <e type="operand">t</e>
          <e type="operand">dt</e>
          <e type="operator" args="2">+</e>
          <e type="operand">0</e>
          <e type="operand">4</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="10">mat</e>
          <e type="operator" args="2">:</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="operand">data</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="operator" args="2">≡</e>
          <e type="operand">B</e>
          <e type="operand">data</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">data</e>
          <e type="operand">j</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="function" args="2">bar</e>
          <e type="operator" args="2">:</e>
          <e type="operand">B</e>
          <e type="operand">B</e>
          <e type="operand">data</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">data</e>
          <e type="operand">j</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="function" args="2">bar</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">if</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">line</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">B</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="47" top="4671" color="#000000" bgColor="#ffffff">
      <area terminator="true" />
    </region>
  </region>
  <region id="48" left="9" top="4716" width="135" height="675" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">XY</e>
        <e type="operand">1</e>
        <e type="operand">0</e>
        <e type="operand">11</e>
        <e type="operand">0</e>
        <e type="operand">21</e>
        <e type="operand">0</e>
        <e type="operand">31</e>
        <e type="operand">0</e>
        <e type="operand">41</e>
        <e type="operand">0</e>
        <e type="operand">51</e>
        <e type="operand">0</e>
        <e type="operand">61</e>
        <e type="operand">0</e>
        <e type="operand">71</e>
        <e type="operand">0</e>
        <e type="operand">81</e>
        <e type="operand">0</e>
        <e type="operand">91</e>
        <e type="operand">0</e>
        <e type="operand">101</e>
        <e type="operand">0</e>
        <e type="operand">111</e>
        <e type="operand">0</e>
        <e type="operand">121</e>
        <e type="operand">0</e>
        <e type="operand">131</e>
        <e type="operand">0</e>
        <e type="operand">141</e>
        <e type="operand">0</e>
        <e type="operand">151</e>
        <e type="operand">0</e>
        <e type="operand">161</e>
        <e type="operand">0</e>
        <e type="operand">171</e>
        <e type="operand">0</e>
        <e type="operand">181</e>
        <e type="operand">0</e>
        <e type="operand">191</e>
        <e type="operand">0</e>
        <e type="operand">201</e>
        <e type="operand">0.0022</e>
        <e type="operand">211</e>
        <e type="operand">0.0803</e>
        <e type="operand">221</e>
        <e type="operand">0.2117</e>
        <e type="operand">231</e>
        <e type="operand">0.3798</e>
        <e type="operand">241</e>
        <e type="operand">0.5776</e>
        <e type="operand">251</e>
        <e type="operand">0.8013</e>
        <e type="operand">261</e>
        <e type="operand">1.0482</e>
        <e type="operand">271</e>
        <e type="operand">1.3163</e>
        <e type="operand">281</e>
        <e type="operand">1.604</e>
        <e type="operand">291</e>
        <e type="operand">1.91</e>
        <e type="operand">301</e>
        <e type="operand">2.2333</e>
        <e type="operand">311</e>
        <e type="operand">2.5731</e>
        <e type="operand">321</e>
        <e type="operand">2.9285</e>
        <e type="operand">331</e>
        <e type="operand">3.2989</e>
        <e type="operand">341</e>
        <e type="operand">3.6838</e>
        <e type="operand">351</e>
        <e type="operand">4.0826</e>
        <e type="operand">361</e>
        <e type="operand">4.4947</e>
        <e type="operand">37</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="76">mat</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="49" left="153" top="4716" width="313" height="91" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">XY</e>
        <e type="operand">XY</e>
        <e type="operand">16</e>
        <e type="operand">XY</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="5">submatrix</e>
        <e type="operator" args="2">:</e>
        <e type="operand">X</e>
        <e type="operand">XY</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">Y</e>
        <e type="operand">XY</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">:</e>
        <e type="operand">n</e>
        <e type="operand">XY</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="operator" args="2">:</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="6">line</e>
      </input>
    </math>
  </region>
  <region id="50" left="279" top="4806" width="76" height="24" color="#000000" bgColor="#ffff80" fontSize="10">
    <math>
      <input>
        <e type="operand">f</e>
        <e type="operand">0.625</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="51" left="153" top="4833" width="270" height="62" color="#000000" bgColor="#ebffff" fontSize="10">
    <math fractionType="fraction">
      <description active="true" position="Right" lang="eng">
        <p>&lt;= Transmute model function</p>
      </description>
      <input>
        <e type="operand">x</e>
        <e type="operand">β</e>
        <e type="function" args="2">f</e>
        <e type="operand">β</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">β</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="bracket">(</e>
        <e type="operand">f</e>
        <e type="operator" args="2">^</e>
        <e type="operand">1</e>
        <e type="operand">x</e>
        <e type="operand">β</e>
        <e type="operand">3</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operator" args="2">-</e>
        <e type="operator" args="2">/</e>
        <e type="bracket">(</e>
        <e type="operand">f</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="1">-</e>
        <e type="function" preserve="true" args="1">exp</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="52" left="225" top="4905" width="78" height="63" color="#000000" bgColor="#ffffff" fontSize="10">
    <math fractionType="fraction">
      <input>
        <e type="operand">β</e>
        <e type="operand">93</e>
        <e type="operand">1241</e>
        <e type="operand">150</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">mat</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="53" left="315" top="4905" width="55" height="63" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">93</e>
        <e type="operand">1241</e>
        <e type="operand">150</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">mat</e>
      </input>
    </math>
  </region>
  <region id="54" left="423" top="4968" width="204" height="31" color="#800000" bgColor="#ffffff" fontSize="14">
    <text lang="eng">
      <p bold="true">Advanced Sigmoid </p>
    </text>
  </region>
  <region id="55" left="153" top="4977" width="251" height="79" border="true" color="#000000" bgColor="#e1ffff" fontSize="10">
    <math optimize="2" decimalPlaces="6">
      <description active="true" position="Top" lang="eng">
        <p>Absolute  residuals</p>
      </description>
      <input>
        <e type="operand">δ</e>
        <e type="operand">j</e>
        <e type="operand">1</e>
        <e type="operand">XY</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">Δ</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">Y</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">X</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">β</e>
        <e type="function" args="2">f</e>
        <e type="function" preserve="true" args="1">abs</e>
        <e type="operator" args="2">-</e>
        <e type="function" preserve="true" args="1">eval</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">X</e>
        <e type="operand">Δ</e>
        <e type="function" preserve="true" args="2">augment</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">line</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="56" left="423" top="4995" width="299" height="63" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>SSD = "Sum Square Differences"</p>
      </description>
      <input>
        <e type="operand">SSD</e>
        <e type="operand">Y</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">X</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">β</e>
        <e type="function" args="2">f</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</e>
        <e type="bracket">(</e>
        <e type="operand">i</e>
        <e type="operand">16</e>
        <e type="operand">n</e>
        <e type="function" preserve="true" args="4">sum</e>
        <e type="operator" args="2">:</e>
      </input>
      <result action="numeric">
        <e type="operand">0.0029</e>
      </result>
    </math>
  </region>
  <region id="57" left="621" top="4995" width="20" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">`</e>
      </input>
    </math>
  </region>
  <region id="58" left="153" top="5085" width="179" height="26" color="#000000" bgColor="#e1ffff" fontSize="10">
    <math>
      <input>
        <e type="operand">bar</e>
        <e type="operand">δ</e>
        <e type="operand">0.05</e>
        <e type="function" args="2">BarSize</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="59" left="153" top="5121" width="385" height="125" color="#000000" bgColor="#ffffff" fontSize="10">
    <plot type="2d" render="lines" scale_x="25.7663453286658" scale_y="0.0431937752970872" scale_z="1.11294573035354" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-157" transpose_y="0" transpose_z="0">
      <input>
        <e type="operand">bar</e>
        <e type="operand">150</e>
        <e type="operand">1</e>
        <e type="operand">150</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
      </input>
    </plot>
  </region>
  <region id="60" left="153" top="5319" width="457" height="250" color="#000000" bgColor="#ffffe1" fontSize="10">
    <plot type="2d" render="lines" scale_x="3.95061719046902" scale_y="0.101423305178292" scale_z="0.408820174422555" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-245" transpose_y="-96" transpose_z="0">
      <input>
        <e type="operand">x</e>
        <e type="operand">β</e>
        <e type="function" args="2">f</e>
        <e type="operand">150</e>
        <e type="operand">1</e>
        <e type="operand">150</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operand">2</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="6">mat</e>
        <e type="operand">XY</e>
        <e type="operand" style="string">o</e>
        <e type="operand">5</e>
        <e type="operand" style="string">black</e>
        <e type="function" args="4">plot</e>
        <e type="operand">3</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="5">sys</e>
      </input>
    </plot>
  </region>
</regions>