http://ejml.org/wiki/index.php?title=Example_Customizing_SimpleMatrix&feed=atom&action=history
Example Customizing SimpleMatrix - Revision history
2024-03-29T14:55:11Z
Revision history for this page on the wiki
MediaWiki 1.35.11
http://ejml.org/wiki/index.php?title=Example_Customizing_SimpleMatrix&diff=240&oldid=prev
Peter at 00:53, 19 May 2017
2017-05-19T00:53:08Z
<p></p>
<table class="diff diff-contentalign-left diff-editfont-monospace" data-mw="interface">
<col class="diff-marker" />
<col class="diff-content" />
<col class="diff-marker" />
<col class="diff-content" />
<tr class="diff-title" lang="en">
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Older revision</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revision as of 00:53, 19 May 2017</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l7" >Line 7:</td>
<td colspan="2" class="diff-lineno">Line 7:</td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>External Resources:</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>External Resources:</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>* [https://github.com/lessthanoptimal/ejml/blob/v0.<del class="diffchange diffchange-inline">27</del>/examples/src/org/ejml/example/StatisticsMatrix.java StatisticsMatrix.java source code]</div></td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>* [https://github.com/lessthanoptimal/ejml/blob/v0.<ins class="diffchange diffchange-inline">31</ins>/examples/src/org/ejml/example/StatisticsMatrix.java StatisticsMatrix.java source code]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* <disqus>Discuss this example</disqus></div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>* <disqus>Discuss this example</disqus></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l32" >Line 32:</td>
<td colspan="2" class="diff-lineno">Line 32:</td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> * to it.</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> * to it.</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> */</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> */</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> public static StatisticsMatrix wrap( <del class="diffchange diffchange-inline">DenseMatrix64F </del>m ) {</div></td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div> public static StatisticsMatrix wrap( <ins class="diffchange diffchange-inline">DMatrixRMaj </ins>m ) {</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> StatisticsMatrix ret = new StatisticsMatrix();</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> StatisticsMatrix ret = new StatisticsMatrix();</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> ret.mat = m;</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> ret.mat = m;</div></td></tr>
<tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l96" >Line 96:</td>
<td colspan="2" class="diff-lineno">Line 96:</td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> // create two vectors whose elements are drawn from uniform distributions</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> // create two vectors whose elements are drawn from uniform distributions</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> StatisticsMatrix A = StatisticsMatrix.wrap(<del class="diffchange diffchange-inline">RandomMatrices</del>.<del class="diffchange diffchange-inline">createRandom</del>(N,1,0,1,rand));</div></td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div> StatisticsMatrix A = StatisticsMatrix.wrap(<ins class="diffchange diffchange-inline">RandomMatrices_DDRM</ins>.<ins class="diffchange diffchange-inline">rectangle</ins>(N,1,0,1,rand));</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> StatisticsMatrix B = StatisticsMatrix.wrap(<del class="diffchange diffchange-inline">RandomMatrices</del>.<del class="diffchange diffchange-inline">createRandom</del>(N,1,1,2,rand));</div></td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div> StatisticsMatrix B = StatisticsMatrix.wrap(<ins class="diffchange diffchange-inline">RandomMatrices_DDRM</ins>.<ins class="diffchange diffchange-inline">rectangle</ins>(N,1,1,2,rand));</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> // the mean should be about 0.5</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div> // the mean should be about 0.5</div></td></tr>
</table>
Peter
http://ejml.org/wiki/index.php?title=Example_Customizing_SimpleMatrix&diff=130&oldid=prev
Peter at 01:01, 10 August 2015
2015-08-10T01:01:29Z
<p></p>
<table class="diff diff-contentalign-left diff-editfont-monospace" data-mw="interface">
<col class="diff-marker" />
<col class="diff-content" />
<col class="diff-marker" />
<col class="diff-content" />
<tr class="diff-title" lang="en">
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Older revision</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revision as of 01:01, 10 August 2015</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l6" >Line 6:</td>
<td colspan="2" class="diff-lineno">Line 6:</td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>An example is provided below where a new class called StatisticsMatrix is created that adds statistical functions to SimpleMatrix. Usage examples are provided in its main() function.</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>An example is provided below where a new class called StatisticsMatrix is created that adds statistical functions to SimpleMatrix. Usage examples are provided in its main() function.</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'>−</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del class="diffchange diffchange-inline">Code on GitHub</del>:</div></td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins class="diffchange diffchange-inline">External Resources</ins>:</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>* [https://github.com/lessthanoptimal/ejml/blob/v0.27/examples/src/org/ejml/example/StatisticsMatrix.java StatisticsMatrix]</div></td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>* [https://github.com/lessthanoptimal/ejml/blob/v0.27/examples/src/org/ejml/example/StatisticsMatrix.java StatisticsMatrix<ins class="diffchange diffchange-inline">.java source code</ins>]</div></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins class="diffchange diffchange-inline">* <disqus>Discuss this example</disqus></ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>= Example =</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>= Example =</div></td></tr>
</table>
Peter
http://ejml.org/wiki/index.php?title=Example_Customizing_SimpleMatrix&diff=103&oldid=prev
Peter at 02:51, 1 April 2015
2015-04-01T02:51:00Z
<p></p>
<table class="diff diff-contentalign-left diff-editfont-monospace" data-mw="interface">
<col class="diff-marker" />
<col class="diff-content" />
<col class="diff-marker" />
<col class="diff-content" />
<tr class="diff-title" lang="en">
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Older revision</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revision as of 02:51, 1 April 2015</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l7" >Line 7:</td>
<td colspan="2" class="diff-lineno">Line 7:</td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Code on GitHub:</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Code on GitHub:</div></td></tr>
<tr><td class='diff-marker'>−</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>* [https://github.com/lessthanoptimal/ejml/blob/<del class="diffchange diffchange-inline">master</del>/examples/src/org/ejml/example/StatisticsMatrix.java StatisticsMatrix]</div></td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>* [https://github.com/lessthanoptimal/ejml/blob/<ins class="diffchange diffchange-inline">v0.27</ins>/examples/src/org/ejml/example/StatisticsMatrix.java StatisticsMatrix]</div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"></td></tr>
<tr><td colspan="2"> </td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">= Example =</ins></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div><syntaxhighlight lang="java"></div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div><syntaxhighlight lang="java"></div></td></tr>
<tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>/**</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>/**</div></td></tr>
</table>
Peter
http://ejml.org/wiki/index.php?title=Example_Customizing_SimpleMatrix&diff=48&oldid=prev
Peter: Created page with " SimpleMatrix provides an easy to use object oriented way of doing linear algebra. There are many other problems which use matrices and could use SimpleMatrix's functiona..."
2015-03-22T05:54:09Z
<p>Created page with " <a href="/wiki/index.php?title=SimpleMatrix" title="SimpleMatrix">SimpleMatrix</a> provides an easy to use object oriented way of doing linear algebra. There are many other problems which use matrices and could use SimpleMatrix's functiona..."</p>
<p><b>New page</b></p><div><br />
[[SimpleMatrix]] provides an easy to use object oriented way of doing linear algebra. There are many other problems which use matrices and could use SimpleMatrix's functionality. In those situations it is desirable to simply extend SimpleMatrix and add additional functions as needed.<br />
<br />
Naively extending SimpleMatrix is problematic because internally SimpleMatrix creates new matrices and its functions returned objects of the wrong type. To get around these problems SimpleBase is extended instead and its abstract functions implemented. SimpleBase provides all the core functionality of SimpleMatrix, with the exception of its static functions. <br />
<br />
An example is provided below where a new class called StatisticsMatrix is created that adds statistical functions to SimpleMatrix. Usage examples are provided in its main() function.<br />
<br />
Code on GitHub:<br />
* [https://github.com/lessthanoptimal/ejml/blob/master/examples/src/org/ejml/example/StatisticsMatrix.java StatisticsMatrix]<br />
<br />
<syntaxhighlight lang="java"><br />
/**<br />
* Example of how to extend "SimpleMatrix" and add your own functionality. In this case<br />
* two basic statistic operations are added. Since SimpleBase is extended and StatisticsMatrix<br />
* is specified as the generics type, all "SimpleMatrix" operations return a matrix of<br />
* type StatisticsMatrix, ensuring strong typing.<br />
*<br />
* @author Peter Abeles<br />
*/<br />
public class StatisticsMatrix extends SimpleBase<StatisticsMatrix> {<br />
<br />
public StatisticsMatrix( int numRows , int numCols ) {<br />
super(numRows,numCols);<br />
}<br />
<br />
protected StatisticsMatrix(){}<br />
<br />
/**<br />
* Wraps a StatisticsMatrix around 'm'. Does NOT create a copy of 'm' but saves a reference<br />
* to it.<br />
*/<br />
public static StatisticsMatrix wrap( DenseMatrix64F m ) {<br />
StatisticsMatrix ret = new StatisticsMatrix();<br />
ret.mat = m;<br />
<br />
return ret;<br />
}<br />
<br />
/**<br />
* Computes the mean or average of all the elements.<br />
*<br />
* @return mean<br />
*/<br />
public double mean() {<br />
double total = 0;<br />
<br />
final int N = getNumElements();<br />
for( int i = 0; i < N; i++ ) {<br />
total += get(i);<br />
}<br />
<br />
return total/N;<br />
}<br />
<br />
/**<br />
* Computes the unbiased standard deviation of all the elements.<br />
*<br />
* @return standard deviation<br />
*/<br />
public double stdev() {<br />
double m = mean();<br />
<br />
double total = 0;<br />
<br />
final int N = getNumElements();<br />
if( N <= 1 )<br />
throw new IllegalArgumentException("There must be more than one element to compute stdev");<br />
<br />
<br />
for( int i = 0; i < N; i++ ) {<br />
double x = get(i);<br />
<br />
total += (x - m)*(x - m);<br />
}<br />
<br />
total /= (N-1);<br />
<br />
return Math.sqrt(total);<br />
}<br />
<br />
/**<br />
* Returns a matrix of StatisticsMatrix type so that SimpleMatrix functions create matrices<br />
* of the correct type.<br />
*/<br />
@Override<br />
protected StatisticsMatrix createMatrix(int numRows, int numCols) {<br />
return new StatisticsMatrix(numRows,numCols);<br />
}<br />
<br />
public static void main( String args[] ) {<br />
Random rand = new Random(24234);<br />
<br />
int N = 500;<br />
<br />
// create two vectors whose elements are drawn from uniform distributions<br />
StatisticsMatrix A = StatisticsMatrix.wrap(RandomMatrices.createRandom(N,1,0,1,rand));<br />
StatisticsMatrix B = StatisticsMatrix.wrap(RandomMatrices.createRandom(N,1,1,2,rand));<br />
<br />
// the mean should be about 0.5<br />
System.out.println("Mean of A is "+A.mean());<br />
// the mean should be about 1.5<br />
System.out.println("Mean of B is "+B.mean());<br />
<br />
StatisticsMatrix C = A.plus(B);<br />
<br />
// the mean should be about 2.0<br />
System.out.println("Mean of C = A + B is "+C.mean());<br />
<br />
System.out.println("Standard deviation of A is "+A.stdev());<br />
System.out.println("Standard deviation of B is "+B.stdev());<br />
System.out.println("Standard deviation of C is "+C.stdev());<br />
}<br />
}<br />
</syntaxhighlight></div>
Peter