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      <header alignment="Center" color="#a9a9a9">&amp;[DATE] &amp;[TIME] - &amp;[FILENAME]</header>
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      <title lang="eng">
        <p>   Genfit Functions   ...  plotG ...  xd(L,H,N)   </p>
      </title>
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          <e type="operand">1</e>
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          <e type="operand">vy</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
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          <e type="operand">2</e>
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          <e type="operand">plot</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
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          <e type="operand">L</e>
          <e type="operand">H</e>
          <e type="operand">N</e>
          <e type="function" args="3">xd</e>
          <e type="operand">U</e>
          <e type="operand">0</e>
          <e type="operator" args="2">:</e>
          <e type="operand">dx</e>
          <e type="operand">H</e>
          <e type="operand">L</e>
          <e type="operator" args="2">-</e>
          <e type="operand">N</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">N</e>
          <e type="operand">1</e>
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          <e type="operand">L</e>
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          <e type="operator" args="2">-</e>
          <e type="bracket">(</e>
          <e type="operand">dx</e>
          <e type="operand">i</e>
          <e type="operator" args="2">*</e>
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          <e type="operator" args="2">:</e>
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          <e type="operand">U</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</e>
          <e type="operand">3</e>
          <e type="operand">1</e>
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      <text lang="eng">
        <p>Module xd(L,H,N) is a discretiserfor use in-situ  [user spec's]: range [L,H], density [N].</p>
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          <p>Applicable parts are: Optimiz "numeric"</p>
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          <e type="operand">XY</e>
          <e type="operand">1</e>
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          <e type="operand">XY</e>
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          <e type="operand">1</e>
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          <e type="operand" style="string">vx-&gt; raw initial vector fit</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">X</e>
          <e type="function" preserve="true" args="1">length</e>
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          <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>
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          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand" style="string">M-&gt; Cholesky GradientMatrix</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="operand">k</e>
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          <e type="operand">1</e>
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          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">M</e>
          <e type="operand">i</e>
          <e type="operand">j</e>
          <e type="function" preserve="true" args="3">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">φ</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="2">el</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="function" preserve="true" args="3">for</e>
          <e type="operand" style="string">CholeskySolver LeastSquares</e>
          <e type="operand">Φ</e>
          <e type="operand">M</e>
          <e type="function" preserve="true" args="1">transpose</e>
          <e type="operand">M</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">:</e>
          <e type="operand">d</e>
          <e type="operand">M</e>
          <e type="function" preserve="true" args="1">transpose</e>
          <e type="operand">Y</e>
          <e type="operand">vx</e>
          <e type="operator" args="2">-</e>
          <e type="bracket">(</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">:</e>
          <e type="operand">Δβ</e>
          <e type="operand">Φ</e>
          <e type="operand">1</e>
          <e type="operator" args="1">-</e>
          <e type="operator" args="2">^</e>
          <e type="function" preserve="true" args="1">eval</e>
          <e type="operand">d</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">:</e>
          <e type="operand">b</e>
          <e type="operand">β</e>
          <e type="operand">Δβ</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">:</e>
          <e type="operand">15</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="17">line</e>
          <e type="operator" args="2">:</e>
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        <description active="true" position="Top" lang="eng">
          <p>Vector gradient ... Optimiz Symbolic </p>
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          <e type="operand">x</e>
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          <e type="operand">ct</e>
          <e type="operand">1</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">n</e>
          <e type="function" preserve="true" args="2">range</e>
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          <e type="operand">ct</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
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          <e type="bracket">(</e>
          <e type="operand">β</e>
          <e type="operand">ct</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="function" preserve="true" args="2">diff</e>
          <e type="operator" args="2">:</e>
          <e type="operand" style="string">stack f(x,β) &amp; PD </e>
          <e type="operand">V</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">β</e>
          <e type="function" args="2">f</e>
          <e type="operator" args="2">:</e>
          <e type="operand">V</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">PD</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">:</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</e>
          <e type="operand">ct</e>
          <e type="operand">ct</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</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>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">V</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>
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    <region id="6" top="783" color="#000000" bgColor="#ffffff">
      <area terminator="true" />
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      <text lang="eng">
        <p bold="true">1. Passed as wild  depending Re-definition</p>
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          <e type="operand">22.5</e>
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          <e type="operand">25.5</e>
          <e type="operand">27.5</e>
          <e type="operand">28.5</e>
          <e type="operand">30.5</e>
          <e type="operand">33.5</e>
          <e type="operand">36.5</e>
          <e type="operand">42.5</e>
          <e type="operand">52.5</e>
          <e type="operand">77.5</e>
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          <e type="operand">12</e>
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          <e type="operand">0.5</e>
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          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operator" args="1">-</e>
          <e type="operand">β</e>
          <e type="operand">3</e>
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        <p bold="true">Model function</p>
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          <e type="operand" style="string">in φ(x,β,f,n) -&gt; set 'n' to last index</e>
          <e type="operand">β</e>
          <e type="operand">#</e>
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          <e type="function" args="2">φ</e>
          <e type="operand">x</e>
          <e type="operand">β</e>
          <e type="operand">f</e>
          <e type="operand">4</e>
          <e type="function" args="4">φ</e>
          <e type="operator" args="2">:</e>
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      </math>
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        <p bold="true">1. Passed as wild  depending Re-definition</p>
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          <e type="operand">XY</e>
          <e type="operand">1</e>
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        <p bold="true">Range &amp; populate the discrete fit</p>
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          <e type="operand">X</e>
          <e type="operand">1</e>
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          <e type="operand">X</e>
          <e type="operand">X</e>
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        <input>
          <e type="operand">N</e>
          <e type="operand">199</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="20" left="108" top="1260" width="119" height="26" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">U</e>
          <e type="operand">L</e>
          <e type="operand">H</e>
          <e type="operand">N</e>
          <e type="function" args="3">xd</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="21" left="18" top="1314" width="136" height="80" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="fraction" decimalPlaces="4">
        <input>
          <e type="operand">β</e>
          <e type="operand">38.853934</e>
          <e type="operand">6326.533967</e>
          <e type="operand">14.209233</e>
          <e type="operand">3.240193</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">mat</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="22" left="333" top="1314" width="71" height="80" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">50.225</e>
          <e type="operand">19601</e>
          <e type="operand">13.02</e>
          <e type="operand">2.7306</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">mat</e>
        </input>
      </math>
    </region>
    <region id="23" left="405" top="1314" width="97" height="80" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">37.207</e>
          <e type="operand">9376.926</e>
          <e type="operator" args="1">-</e>
          <e type="operand">14.149</e>
          <e type="operand">3.279</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">mat</e>
        </input>
      </math>
    </region>
    <region id="24" left="504" top="1314" width="88" height="80" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">38.854</e>
          <e type="operand">6326.534</e>
          <e type="operand">14.209</e>
          <e type="operand">3.24</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">mat</e>
        </input>
      </math>
    </region>
    <region id="25" left="594" top="1314" width="113" height="80" color="#000000" bgColor="#ffff80" fontSize="10">
      <math>
        <input>
          <e type="operand">38.692332</e>
          <e type="operand">6311.302311</e>
          <e type="operand">14.229014</e>
          <e type="operand">3.23935</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">mat</e>
        </input>
      </math>
    </region>
    <region id="26" left="18" top="1404" width="176" height="26" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math fractionType="fraction" decimalPlaces="4">
        <description active="true" position="Top" lang="eng">
          <p>Genfit coeff's of fit</p>
        </description>
        <input>
          <e type="operand">β</e>
          <e type="operand">XY</e>
          <e type="operand">f</e>
          <e type="operand">φ</e>
          <e type="operand">β</e>
          <e type="function" args="4">βNlin</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="27" left="234" top="1431" width="342" height="24" color="#000000" bgColor="#80ffff" fontSize="10">
      <text lang="eng">
        <p bold="true">2. Passed as wild  double algo + data set</p>
      </text>
    </region>
    <region id="28" left="18" top="1485" width="495" height="40" color="#000000" bgColor="#80ffff" fontSize="10">
      <text lang="eng">
        <p bold="true">3. Final call: the model function, optimised wrt paramaters .. and the user discrete range and auto-indexed parameters</p>
      </text>
    </region>
    <region id="29" left="18" top="1557" width="244" height="74" border="true" color="#000000" bgColor="#ffff80" fontSize="10">
      <math optimize="2" fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">FIT</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">FIT</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="operand">β</e>
          <e type="function" args="2">f</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">FIT</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="30" left="297" top="1557" width="146" height="80" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">β</e>
        </input>
        <result action="numeric">
          <e type="operand">38.692332</e>
          <e type="operand">6311.302311</e>
          <e type="operand">14.229014</e>
          <e type="operand">3.23935</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">mat</e>
        </result>
      </math>
    </region>
    <region id="31" left="18" top="1638" width="187" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">MyFit</e>
          <e type="operand">U</e>
          <e type="operand">FIT</e>
          <e type="function" preserve="true" args="2">augment</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="32" left="18" top="1665" width="292" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">data</e>
          <e type="operand">X</e>
          <e type="operand">Y</e>
          <e type="operand" style="string">.</e>
          <e type="operand">12</e>
          <e type="operand" style="string">black</e>
          <e type="function" args="5">plotG</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="33" left="18" top="1800" width="509" height="235" color="#000000" bgColor="#ffffff" fontSize="10">
      <plot type="2d" render="lines" scale_x="0.964624637973824" scale_y="0.413366161060444" scale_z="0.398743183463559" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-220" transpose_y="-86" transpose_z="0">
        <description active="true" position="Top" lang="eng">
          <p>Most interesting: the ExpDecay2 exposes point [8] misaligned.It's this point that makes Thiele like fail around this point.</p>
        </description>
        <input>
          <e type="operand">data</e>
          <e type="operand">MyFit</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="34" left="603" top="1935" width="80" height="80" color="#000000" bgColor="#ffffff">
      <picture>
        <raw format="png" encoding="base64">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</raw>
      </picture>
    </region>
    <region id="35" left="558" top="2016" width="169" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <text lang="eng">
        <p>jmGiraud:2016_02_14</p>
      </text>
    </region>
    <region id="36" left="18" top="2151" width="523" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
      <text lang="eng">
        <p bold="true">2. Passed by algo name as defined in program</p>
      </text>
    </region>
    <region id="37" left="18" top="2196" width="68" height="24" color="#000000" bgColor="#80ffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">n</e>
          <e type="operand">1000</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="38" left="306" top="2196" width="437" height="72" color="#000000" bgColor="#ffffff" fontSize="10">
      <text lang="eng">
        <p>In this module, 'spec' is pased as algo name, wild in 'p' =&gt;  spec(a,b,c) to be specified in-situ. Thus, 'p' is nested on  the collected spec(a,b,c)and "Unested"  after in the module.</p>
      </text>
    </region>
    <region id="39" left="18" top="2223" width="188" height="48" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math optimize="0" fractionType="fraction">
        <description active="true" position="Top" lang="eng">
          <p>Unform ...  -1 &lt; rnd &lt; 1  </p>
        </description>
        <input>
          <e type="operand">n</e>
          <e type="function" args="1">rnd</e>
          <e type="operand">μ</e>
          <e type="operand">n</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">line</e>
          <e type="operator" args="2">:</e>
          <e type="operand">2</e>
          <e type="operand">μ</e>
          <e type="function" preserve="true" args="1">Random</e>
          <e type="operator" args="2">*</e>
          <e type="operand">1</e>
          <e type="operator" args="2">-</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="40" left="270" top="2259" width="12" height="674" color="#000000" bgColor="#ffffff">
      <picture>
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    </region>
    <region id="41" left="306" top="2286" width="324" height="162" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">data</e>
          <e type="operand">spec</e>
          <e type="function" args="2">pts</e>
          <e type="operand">i</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">p</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">a</e>
          <e type="operand">b</e>
          <e type="operand">c</e>
          <e type="function" args="3">spec</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">v</e>
          <e type="operand">p</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">:</e>
          <e type="operand" style="string">Unest 'p' </e>
          <e type="operand">j</e>
          <e type="operand">2</e>
          <e type="operand">p</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">v</e>
          <e type="operand">v</e>
          <e type="operand">p</e>
          <e type="operand">j</e>
          <e type="function" preserve="true" args="2">el</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">data</e>
          <e type="operand">v</e>
          <e type="function" preserve="true" args="2">augment</e>
          <e type="operand">5</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="7">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="42" left="18" top="2304" width="219" height="28" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">XY</e>
          <e type="operand">n</e>
          <e type="function" args="1">rnd</e>
          <e type="operand">n</e>
          <e type="function" args="1">rnd</e>
          <e type="function" preserve="true" args="2">augment</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="43" left="18" top="2331" width="112" height="26" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <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>
        </input>
      </math>
    </region>
    <region id="44" left="18" top="2358" width="112" height="26" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <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>
        </input>
      </math>
    </region>
    <region id="45" left="18" top="2439" width="238" height="243" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math optimize="2" fractionType="none" decimalPlaces="4">
        <description active="true" position="Top" lang="eng">
          <p>Random fill the circle</p>
        </description>
        <input>
          <e type="operand">UV</e>
          <e type="operand">k</e>
          <e type="operand">1</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">k</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">X</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="bracket">(</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operand">Y</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="bracket">(</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="1">sqrt</e>
          <e type="operand">1</e>
          <e type="operator" args="2">≤</e>
          <e type="operand">u</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="operator" args="2">:</e>
          <e type="operand">v</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">Y</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">:</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</e>
          <e type="operand">u</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">0</e>
          <e type="operator" args="2">:</e>
          <e type="operand">v</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">0</e>
          <e type="operator" args="2">:</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</e>
          <e type="function" preserve="true" args="3">if</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">k</e>
          <e type="operand">k</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</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="operand">u</e>
          <e type="operand">v</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="46" left="306" top="2466" width="403" height="28" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math fractionType="fraction">
        <description active="true" position="Top" lang="eng">
          <p>"plotG" module is slow: too many calls from greedysub-functions col(,,)...stack(,,)...augment(,,)Its equivalent below is ~ 12 times faster [1000 pts]   and much more élégant  for publishing.</p>
        </description>
        <input>
          <e type="operand">Pts</e>
          <e type="operand">UV</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">col</e>
          <e type="operand">UV</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="2">col</e>
          <e type="operand" style="string">.</e>
          <e type="operand">5</e>
          <e type="operand" style="string">blue</e>
          <e type="function" args="5">plotG</e>
          <e type="operator" args="2">≡</e>
        </input>
      </math>
    </region>
    <region id="47" left="306" top="2583" width="228" height="26" color="#000000" bgColor="#fff5ff" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">a</e>
          <e type="operand">b</e>
          <e type="operand">c</e>
          <e type="function" args="3">spec</e>
          <e type="operand" style="string">.</e>
          <e type="operand">8</e>
          <e type="operand" style="string">red</e>
          <e type="operand">1</e>
          <e type="operand">3</e>
          <e type="function" preserve="true" args="5">mat</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="48" left="657" top="2583" width="96" height="26" color="#000000" bgColor="#ffff80" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">t0</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="1">time</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="49" left="306" top="2619" width="222" height="28" color="#000000" bgColor="#fff5ff" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">pts</e>
          <e type="operand">UV</e>
          <e type="operand">a</e>
          <e type="operand">b</e>
          <e type="operand">c</e>
          <e type="function" args="3">spec</e>
          <e type="function" args="2">pts</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="50" left="306" top="2655" width="198" height="53" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">frame</e>
          <e type="operand">1</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1</e>
          <e type="operand">2</e>
          <e type="operand">5</e>
          <e type="function" preserve="true" args="12">mat</e>
          <e type="function" preserve="true" args="1">transpose</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="51" left="18" top="2709" width="240" height="220" color="#000000" bgColor="#ffffff" fontSize="10">
      <plot type="2d" render="lines" scale_x="11.1626064333614" scale_y="12.0971775841875" scale_z="135.036032326766" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="0" transpose_y="0" transpose_z="0">
        <input>
          <e type="operand">frame</e>
          <e type="operand">pts</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="52" left="306" top="2718" width="456" height="24" color="#000000" bgColor="#ffff80" fontSize="10">
      <text lang="eng">
        <p>-------- compute time below the plot -----------------</p>
      </text>
    </region>
    <region id="53" left="576" top="2754" width="166" height="26" color="#000000" bgColor="#ffff80" fontSize="10">
      <math fractionType="none" decimalPlaces="0">
        <input>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="1">time</e>
          <e type="operand">t0</e>
          <e type="operator" args="2">-</e>
        </input>
        <result action="numeric">
          <e type="operand">37</e>
          <e type="operand" style="unit">sec</e>
          <e type="operator" args="2">*</e>
        </result>
      </math>
    </region>
    <region id="54" left="306" top="2799" width="138" height="45" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">X</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="bracket">(</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operand">2</e>
          <e type="operand">Y</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">*</e>
          <e type="bracket">(</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="1">sqrt</e>
        </input>
      </math>
    </region>
    <region id="55" left="459" top="2826" width="201" height="40" color="#000000" bgColor="#ebebeb" fontSize="10">
      <text lang="eng">
        <p>Prolate/Oblate Ellipse,not UnitCircle as well.</p>
      </text>
    </region>
    <region id="56" left="306" top="2844" width="138" height="45" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">2</e>
          <e type="operand">X</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">*</e>
          <e type="bracket">(</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operand">Y</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="bracket">(</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="1">sqrt</e>
        </input>
      </math>
    </region>
    <region id="57" left="306" top="2889" width="144" height="45" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">X</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="bracket">(</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operand">Y</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="bracket">(</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="1">sqrt</e>
          <e type="operand">1</e>
          <e type="operator" args="2">≠</e>
        </input>
      </math>
    </region>
    <region id="58" left="459" top="2898" width="194" height="24" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math fractionType="fraction">
        <input>
          <e type="operand">r</e>
          <e type="operand">1</e>
          <e type="operator" args="2">≠</e>
          <e type="operand" style="string">NOT unit circle</e>
          <e type="operator" args="2">≡</e>
        </input>
      </math>
    </region>
    <region id="59" left="18" top="3051" width="488" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
      <text lang="eng">
        <p bold="true">3. Passed by complete function definition</p>
      </text>
    </region>
    <region id="60" left="18" top="3096" width="275" height="141" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <description active="true" position="Top" lang="eng">
          <p>Mesh U, V  within the bounds L, H</p>
        </description>
        <input>
          <e type="operand">L</e>
          <e type="operand">H</e>
          <e type="operand">N</e>
          <e type="function" args="3">xd</e>
          <e type="operand" style="string"> N intervals </e>
          <e type="operand">U</e>
          <e type="operand">0</e>
          <e type="operator" args="2">:</e>
          <e type="operand">dx</e>
          <e type="operand">H</e>
          <e type="operand">L</e>
          <e type="operator" args="2">-</e>
          <e type="operand">N</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">N</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">U</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">L</e>
          <e type="operand">dx</e>
          <e type="operand">i</e>
          <e type="operator" args="2">*</e>
          <e type="operand">dx</e>
          <e type="operator" args="2">-</e>
          <e type="bracket">(</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">U</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</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="61" left="333" top="3123" width="52" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">L</e>
          <e type="operand">1</e>
          <e type="operator" args="1">-</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="62" left="414" top="3123" width="43" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">H</e>
          <e type="operand">1</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="63" left="468" top="3123" width="51" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">N</e>
          <e type="operand">64</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="64" left="333" top="3159" width="119" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">U</e>
          <e type="operand">L</e>
          <e type="operand">H</e>
          <e type="operand">N</e>
          <e type="function" args="3">xd</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="65" left="468" top="3159" width="43" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">V</e>
          <e type="operand">U</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="66" left="333" top="3195" width="222" height="54" color="#000000" bgColor="#ffffff" fontSize="10">
      <math optimize="2" fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">x</e>
          <e type="operand">y</e>
          <e type="function" args="2">f</e>
          <e type="operand">255</e>
          <e type="operand">x</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operand">y</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">+</e>
          <e type="bracket">(</e>
          <e type="operator" args="1">-</e>
          <e type="operand">0.25</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>
        </input>
      </math>
    </region>
    <region id="67" left="18" top="3258" width="405" height="169" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
      <math optimize="2" fractionType="none" decimalPlaces="4">
        <description active="true" position="Top" lang="eng">
          <p>Generate the symmetric square matrix</p>
        </description>
        <input>
          <e type="operand">x</e>
          <e type="operand">y</e>
          <e type="function" args="2">f</e>
          <e type="operand">U</e>
          <e type="operand">V</e>
          <e type="function" args="3">Sym</e>
          <e type="operand">r</e>
          <e type="operand">1</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">c</e>
          <e type="operand">1</e>
          <e type="operator" args="2">:</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="operand">V</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">M</e>
          <e type="operand">r</e>
          <e type="operand">c</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">U</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">V</e>
          <e type="operand">j</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="function" args="2">f</e>
          <e type="function" preserve="true" args="1">eval</e>
          <e type="operator" args="2">:</e>
          <e type="operand">c</e>
          <e type="operand">c</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">:</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">r</e>
          <e type="operand">r</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</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">M</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="68" left="441" top="3285" width="172" height="28" color="#000000" bgColor="#ffffff" fontSize="10">
      <math fractionType="none" decimalPlaces="4">
        <input>
          <e type="operand">N</e>
          <e type="operand">x</e>
          <e type="operand">y</e>
          <e type="function" args="2">f</e>
          <e type="operand">U</e>
          <e type="operand">V</e>
          <e type="function" args="3">Sym</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="69" left="450" top="3357" width="75" height="73" color="#000000" bgColor="#ffffff" fontSize="10">
      <image>
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          <e type="operand">M</e>
          <e type="function" preserve="true" args="1">rows</e>
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          <e type="function" preserve="true" args="1">eval</e>
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          <e type="function" preserve="true" args="3">for</e>
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          <e type="operand">xo</e>
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          <e type="operand">fmap</e>
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          <e type="bracket">(</e>
          <e type="operand">x</e>
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          <e type="operator" args="2">≤</e>
          <e type="bracket">(</e>
          <e type="operator" args="2">&amp;</e>
          <e type="operand">x</e>
          <e type="function" args="1">f</e>
          <e type="operand" style="string">Nop</e>
          <e type="function" preserve="true" args="3">if</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="79" left="36" top="3852" width="381" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <text lang="eng">
        <p>NTSC =&gt; 0.299*Red+0.587*Green+0.114*Blue = 1.</p>
      </text>
    </region>
    <region id="80" left="36" top="3879" width="405" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
      <math optimize="2">
        <input>
          <e type="operand">NTSC</e>
          <e type="operand">0.299</e>
          <e type="operand">fmap</e>
          <e type="operator" args="2">*</e>
          <e type="operand">0.587</e>
          <e type="operand">fmap</e>
          <e type="operator" args="2">*</e>
          <e type="operand">0.114</e>
          <e type="operand">fmap</e>
          <e type="operator" args="2">*</e>
          <e type="function" preserve="true" args="3">augment</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="81" left="36" top="3924" width="205" height="73" color="#000000" bgColor="#ffff80" fontSize="10">
      <image>
        <imagefile filename="eiyvfmtg.png" lenght="11518" width="195" height="65" 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</imagefile>
        <input>
          <e type="operand">NTSC</e>
        </input>
      </image>
    </region>
    <region id="82" left="342" top="3924" width="184" height="112" color="#000000" bgColor="#ffffff" fontSize="10">
      <plot type="2d" render="lines" scale_x="3.90647625427588E-05" scale_y="0.0478087089200233" scale_z="1.86763586143659E-06" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-41" transpose_y="-1" transpose_z="0">
        <input>
          <e type="operand">x</e>
          <e type="function" args="1">q</e>
          <e type="operand">0</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">sys</e>
        </input>
      </plot>
    </region>
  </region>
</regions>