﻿<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<?application progid="SMath Studio Desktop" version="0.97.5346.24640"?>
<regions>
  <settings>
    <identity>
      <id>4175171b-7623-4b5d-ac9e-c618e85c0cc6</id>
      <revision>12</revision>
    </identity>
    <calculation>
      <precision>6</precision>
      <exponentialThreshold>9</exponentialThreshold>
      <fractions>decimal</fractions>
    </calculation>
    <pageModel active="true" printAreas="true" simpleEqualsOnly="false" printBackgroundImages="true">
      <paper id="1" orientation="Portrait" width="850" height="1100" />
      <margins left="39" right="39" top="39" bottom="39" />
      <header alignment="Center" color="#a9a9a9">&amp;[DATE] &amp;[TIME] - &amp;[FILENAME]</header>
      <footer alignment="Center" color="#a9a9a9">&amp;[PAGENUM] / &amp;[COUNT]</footer>
      <backgrounds />
    </pageModel>
    <dependences>
      <assembly name="SMath Studio Desktop" version="0.97.5346.24640" guid="a37cba83-b69c-4c71-9992-55ff666763bd" />
      <assembly name="Math Region" version="0.97.5346.24640" guid="02f1ab51-215b-466e-a74d-5d8b1cf85e8d" />
      <assembly name="Text Region" version="1.10.5346.31409" guid="485d28c5-349a-48b6-93be-12a35a1c1e39" />
      <assembly name="Special Functions" version="1.11.5346.31403" guid="2814e667-4e12-48b1-8d51-194e480eabc5" />
      <assembly name="Picture Region" version="1.10.5346.31387" guid="06b5df04-393e-4be7-9107-305196fcb861" />
      <assembly name="X-Y Plot Region (Chart2DLib)" version="0.1.5151.38078" guid="c12231ec-4873-43c1-a7d0-a167ebd17066" />
    </dependences>
  </settings>
  <region id="0" left="657" top="18" width="143" height="908" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">data</e>
        <e type="operand">0</e>
        <e type="operand">69.487</e>
        <e type="operand">1</e>
        <e type="operand">69.471</e>
        <e type="operand">2</e>
        <e type="operand">69.494</e>
        <e type="operand">3</e>
        <e type="operand">69.475</e>
        <e type="operand">4</e>
        <e type="operand">69.472</e>
        <e type="operand">5</e>
        <e type="operand">69.463</e>
        <e type="operand">6</e>
        <e type="operand">69.461</e>
        <e type="operand">7</e>
        <e type="operand">69.462</e>
        <e type="operand">8</e>
        <e type="operand">69.476</e>
        <e type="operand">9</e>
        <e type="operand">69.461</e>
        <e type="operand">10</e>
        <e type="operand">69.464</e>
        <e type="operand">11</e>
        <e type="operand">69.463</e>
        <e type="operand">12</e>
        <e type="operand">69.468</e>
        <e type="operand">13</e>
        <e type="operand">69.478</e>
        <e type="operand">14</e>
        <e type="operand">69.471</e>
        <e type="operand">15</e>
        <e type="operand">69.465</e>
        <e type="operand">16</e>
        <e type="operand">69.455</e>
        <e type="operand">17</e>
        <e type="operand">69.439</e>
        <e type="operand">18</e>
        <e type="operand">69.457</e>
        <e type="operand">19</e>
        <e type="operand">69.443</e>
        <e type="operand">20</e>
        <e type="operand">69.467</e>
        <e type="operand">21</e>
        <e type="operand">69.442</e>
        <e type="operand">22</e>
        <e type="operand">69.434</e>
        <e type="operand">23</e>
        <e type="operand">69.449</e>
        <e type="operand">24</e>
        <e type="operand">69.438</e>
        <e type="operand">25</e>
        <e type="operand">69.457</e>
        <e type="operand">26</e>
        <e type="operand">69.425</e>
        <e type="operand">27</e>
        <e type="operand">69.443</e>
        <e type="operand">28</e>
        <e type="operand">69.431</e>
        <e type="operand">29</e>
        <e type="operand">69.446</e>
        <e type="operand">30</e>
        <e type="operand">69.433</e>
        <e type="operand">31</e>
        <e type="operand">69.434</e>
        <e type="operand">32</e>
        <e type="operand">69.436</e>
        <e type="operand">33</e>
        <e type="operand">69.440</e>
        <e type="operand">34</e>
        <e type="operand">69.439</e>
        <e type="operand">35</e>
        <e type="operand">69.424</e>
        <e type="operand">36</e>
        <e type="operand">69.442</e>
        <e type="operand">37</e>
        <e type="operand">69.427</e>
        <e type="operand">38</e>
        <e type="operand">69.426</e>
        <e type="operand">39</e>
        <e type="operand">69.422</e>
        <e type="operand">40</e>
        <e type="operand">69.446</e>
        <e type="operand">41</e>
        <e type="operand">69.410</e>
        <e type="operand">42</e>
        <e type="operand">69.445</e>
        <e type="operand">43</e>
        <e type="operand">69.425</e>
        <e type="operand">44</e>
        <e type="operand">69.429</e>
        <e type="operand">45</e>
        <e type="operand">69.433</e>
        <e type="operand">46</e>
        <e type="operand">69.414</e>
        <e type="operand">47</e>
        <e type="operand">69.429</e>
        <e type="operand">48</e>
        <e type="operand">69.414</e>
        <e type="operand">49</e>
        <e type="operand">69.427</e>
        <e type="operand">50</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="102">mat</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="1" left="27" top="36" width="331" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
    <text lang="eng">
      <p bold="true">Savitsky-Golay demo example </p>
    </text>
  </region>
  <region id="2" left="27" top="72" width="626" height="523" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>Savitsky-Golay nth order  polysmooth window ... a primer example =&gt; sanity working</p>
      </description>
      <input>
        <e type="operand">data</e>
        <e type="operand">order</e>
        <e type="operand">window</e>
        <e type="function" args="3">SG_PW</e>
        <e type="operand">O</e>
        <e type="operand">1</e>
        <e type="operator" args="2">:</e>
        <e type="operand" style="string">comply Smath ORIGIN 1</e>
        <e type="operator" args="2">≡</e>
        <e type="operand">i</e>
        <e type="operand">window</e>
        <e type="operator" args="1">-</e>
        <e type="operand">window</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">t</e>
        <e type="operand">i</e>
        <e type="operand">window</e>
        <e type="operand">1</e>
        <e type="operator" args="2">+</e>
        <e type="operator" args="2">/</e>
        <e type="operator" args="2">:</e>
        <e type="operand">u</e>
        <e type="operand">O</e>
        <e type="operand">i</e>
        <e type="operator" args="2">+</e>
        <e type="operand">window</e>
        <e type="operator" args="2">+</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">t</e>
        <e type="operator" args="2">:</e>
        <e type="operand">w</e>
        <e type="operand">O</e>
        <e type="operand">i</e>
        <e type="operator" args="2">+</e>
        <e type="operand">window</e>
        <e type="operator" args="2">+</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">1</e>
        <e type="operand">t</e>
        <e type="operand">2</e>
        <e type="operator" args="2">^</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">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">j</e>
        <e type="operand">1</e>
        <e type="operand">order</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">idx</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">i</e>
        <e type="operand">i</e>
        <e type="operator" args="2">/</e>
        <e type="function" preserve="true" args="1">abs</e>
        <e type="operator" args="2">:</e>
        <e type="operand">v</e>
        <e type="operand">i</e>
        <e type="operand">j</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="bracket">(</e>
        <e type="operand">j</e>
        <e type="operator" args="2">^</e>
        <e type="operator" args="2">:</e>
        <e type="operand">X</e>
        <e type="operand">idx</e>
        <e type="operand">v</e>
        <e type="function" preserve="true" args="2">augment</e>
        <e type="bracket">(</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="function" preserve="true" args="3">for</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">w</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="operand">X</e>
        <e type="function" preserve="true" args="1">cols</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">WX</e>
        <e type="operand">i</e>
        <e type="operand">j</e>
        <e type="function" preserve="true" args="3">el</e>
        <e type="operand">w</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="operand">j</e>
        <e type="function" preserve="true" args="3">el</e>
        <e type="operator" args="2">*</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">c</e>
        <e type="operand">WX</e>
        <e type="operand">X</e>
        <e type="function" preserve="true" args="1">transpose</e>
        <e type="bracket">(</e>
        <e type="operand">WX</e>
        <e type="operator" args="2">*</e>
        <e type="bracket">(</e>
        <e type="operand">1</e>
        <e type="operator" args="1">-</e>
        <e type="operator" args="2">^</e>
        <e type="operand">O</e>
        <e type="function" preserve="true" args="2">col</e>
        <e type="operator" args="2">*</e>
        <e type="operator" args="2">:</e>
        <e type="operand">Y</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">n</e>
        <e type="operand">data</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="operator" args="2">:</e>
        <e type="operand">i</e>
        <e type="operand">O</e>
        <e type="operand">window</e>
        <e type="operator" args="2">+</e>
        <e type="bracket">(</e>
        <e type="operand">O</e>
        <e type="operand">n</e>
        <e type="operator" args="2">+</e>
        <e type="operand">1</e>
        <e type="operator" args="2">-</e>
        <e type="operand">window</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">z</e>
        <e type="operand">Y</e>
        <e type="operand">i</e>
        <e type="operand">window</e>
        <e type="operator" args="2">-</e>
        <e type="bracket">(</e>
        <e type="operand">i</e>
        <e type="operand">window</e>
        <e type="operator" args="2">+</e>
        <e type="bracket">(</e>
        <e type="operand">O</e>
        <e type="operand">O</e>
        <e type="function" preserve="true" args="5">submatrix</e>
        <e type="operator" args="2">:</e>
        <e type="operand">SG</e>
        <e type="operand">i</e>
        <e type="operand">window</e>
        <e type="operator" args="2">-</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">c</e>
        <e type="operand">z</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">v</e>
        <e type="operand">1</e>
        <e type="operand">SG</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operator" args="2">:</e>
        <e type="operand">Smooth</e>
        <e type="operand">v</e>
        <e type="operand">window</e>
        <e type="operator" args="2">+</e>
        <e type="operand">SG</e>
        <e type="function" preserve="true" args="2">augment</e>
        <e type="operator" args="2">:</e>
        <e type="operand">10</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="12">line</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="3" left="54" top="270" width="168" height="92" color="#000000" bgColor="#ff0000">
    <picture>
      <raw format="png" encoding="base64">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</raw>
    </picture>
  </region>
  <region id="4" left="27" top="630" width="210" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">smooth</e>
        <e type="operand">data</e>
        <e type="operand">1</e>
        <e type="operand">4</e>
        <e type="function" args="3">SG_PW</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="5" left="27" top="657" width="131" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">data</e>
        <e type="function" preserve="true" args="1">rows</e>
      </input>
      <result action="numeric">
        <e type="operand">50</e>
      </result>
    </math>
  </region>
  <region id="6" left="27" top="684" width="147" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">smooth</e>
        <e type="function" preserve="true" args="1">rows</e>
      </input>
      <result action="numeric">
        <e type="operand">42</e>
      </result>
    </math>
  </region>
  <region id="7" left="27" top="720" width="310" height="208" color="#000000" bgColor="#ffffff" fontSize="10">
    <xyplot width="300" height="200" smoothing="false" points="100">
      <propertiessource index="1" sourcetype="PropertyGrid" />
      <grid gridcolor="LightGray" gridpattern="Solid" gridthickness="1" isxgrid="true" isygrid="true" />
      <xaxes xmin="0" xmax="50" xtick="10" numberformat="General" decimalplaces="3" />
      <yaxes ymin="69.4" ymax="69.5" ytick="0.025" numberformat="General" decimalplaces="3" />
      <y2axes isy2axis="false" y2min="-1" y2max="1" y2tick="0.5" numberformat="General" decimalplaces="3" />
      <title2d title="Title" titlefont="Arial, 12pt" titlefontcolor="Black" />
      <xylabel labelfont="Arial, 10pt" labelfontcolor="Black" tickfont="Courier New, 10pt" tickfontcolor="Black" xlabel="x" ylabel="y" y2label="y2" />
      <legend isbordervisible="true" islegendvisible="false" legendbackcolor="White" legendbordercolor="Black" legendfont="Arial, 8pt" legendposition="NorthEast" textcolor="Black" />
      <traces>
        <trace seriesname="" isy2data="false" isvisible="true" plotmethod="Lines" linecolor="Blue" linethickness="1" linepattern="Solid" symbolsize="8" symboltype="None" symbolborderthickness="1" symbolbordercolor="Black" symbolfillcolor="White" />
        <trace seriesname="" isy2data="false" isvisible="true" plotmethod="Lines" linecolor="Red" linethickness="1" linepattern="Solid" symbolsize="8" symboltype="None" symbolborderthickness="1" symbolbordercolor="Black" symbolfillcolor="White" />
      </traces>
      <input>
        <e type="operand">data</e>
        <e type="operand">smooth</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
      </input>
    </xyplot>
  </region>
  <region id="8" left="54" top="1035" width="485" height="379" border="true" color="#000000" bgColor="#ffffff">
    <picture>
      <raw format="png" encoding="base64">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</raw>
    </picture>
  </region>
</regions>