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    <title>topic PyDAAL utilities functions in Intel® Distribution for Python*</title>
    <link>https://community.intel.com/t5/Intel-Distribution-for-Python/PyDAAL-utilities-functions/m-p/1071250#M182</link>
    <description>&lt;P&gt;Hi all!&lt;/P&gt;

&lt;P&gt;In accordance with the documentation from&amp;nbsp;https://software.intel.com/en-us/forums/intel-distribution-for-python/topic/630400&lt;/P&gt;

&lt;P&gt;I try to use example for outlier detection: outlier_detection_univariate_bath.py, with Intel Python Distribution (Python 3.5).&lt;/P&gt;

&lt;P&gt;I was faced with the next issue: in many examples I see using utils functions. For example:&lt;/P&gt;

&lt;UL&gt;
	&lt;LI&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;from&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; utils &lt;/SPAN&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;import&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; printNumericTable&lt;/SPAN&gt;&lt;/LI&gt;
	&lt;LI&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;from&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; utils &lt;/SPAN&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;import&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; printArray&lt;/SPAN&gt;&lt;/LI&gt;
	&lt;LI&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;from&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; utils &lt;/SPAN&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;import&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; printNumericTable, createSparseTable&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;

&lt;P&gt;But I can't find any reference to these functions in my Python distributive.&amp;nbsp;&lt;/P&gt;

&lt;P&gt;Could anybody to provide any guidence or links for this utils function in Python please?&lt;/P&gt;</description>
    <pubDate>Mon, 23 May 2016 19:59:46 GMT</pubDate>
    <dc:creator>Oleg_D_1</dc:creator>
    <dc:date>2016-05-23T19:59:46Z</dc:date>
    <item>
      <title>PyDAAL utilities functions</title>
      <link>https://community.intel.com/t5/Intel-Distribution-for-Python/PyDAAL-utilities-functions/m-p/1071250#M182</link>
      <description>&lt;P&gt;Hi all!&lt;/P&gt;

&lt;P&gt;In accordance with the documentation from&amp;nbsp;https://software.intel.com/en-us/forums/intel-distribution-for-python/topic/630400&lt;/P&gt;

&lt;P&gt;I try to use example for outlier detection: outlier_detection_univariate_bath.py, with Intel Python Distribution (Python 3.5).&lt;/P&gt;

&lt;P&gt;I was faced with the next issue: in many examples I see using utils functions. For example:&lt;/P&gt;

&lt;UL&gt;
	&lt;LI&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;from&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; utils &lt;/SPAN&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;import&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; printNumericTable&lt;/SPAN&gt;&lt;/LI&gt;
	&lt;LI&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;from&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; utils &lt;/SPAN&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;import&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; printArray&lt;/SPAN&gt;&lt;/LI&gt;
	&lt;LI&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;from&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; utils &lt;/SPAN&gt;&lt;SPAN class="keyword" style="color: rgb(0, 128, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt;import&lt;/SPAN&gt;&lt;SPAN style="color: rgb(0, 0, 0); font-family: monospace, fixed; font-size: 13px; line-height: 13px; text-indent: -53px; white-space: pre-wrap; background-color: rgb(251, 252, 253);"&gt; printNumericTable, createSparseTable&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;

&lt;P&gt;But I can't find any reference to these functions in my Python distributive.&amp;nbsp;&lt;/P&gt;

&lt;P&gt;Could anybody to provide any guidence or links for this utils function in Python please?&lt;/P&gt;</description>
      <pubDate>Mon, 23 May 2016 19:59:46 GMT</pubDate>
      <guid>https://community.intel.com/t5/Intel-Distribution-for-Python/PyDAAL-utilities-functions/m-p/1071250#M182</guid>
      <dc:creator>Oleg_D_1</dc:creator>
      <dc:date>2016-05-23T19:59:46Z</dc:date>
    </item>
    <item>
      <title>Hi Oleg,</title>
      <link>https://community.intel.com/t5/Intel-Distribution-for-Python/PyDAAL-utilities-functions/m-p/1071251#M183</link>
      <description>&lt;P&gt;&lt;SPAN style="font-size: 1em;"&gt;Hi Oleg,&lt;/SPAN&gt;&lt;/P&gt;

&lt;P&gt;The functions you mention are auxiliary functions for Intel® Data Analytics Acceleration Library&amp;nbsp;examples.&lt;/P&gt;

&lt;P&gt;You can check the contents of the&amp;nbsp;&lt;SPAN style="font-size: 1em;"&gt;service.h file in C++ documentation and you will see that all these functions are included in this C++ header file that declares the auxiliary functions for&amp;nbsp;&lt;/SPAN&gt;Intel® Data Analytics Acceleration Library&amp;nbsp;examples.&lt;/P&gt;

&lt;P&gt;So, these functions you mention belong to&amp;nbsp;Intel® Data Analytics Acceleration Library examples.&lt;/P&gt;</description>
      <pubDate>Tue, 24 May 2016 03:40:05 GMT</pubDate>
      <guid>https://community.intel.com/t5/Intel-Distribution-for-Python/PyDAAL-utilities-functions/m-p/1071251#M183</guid>
      <dc:creator>gaston-hillar</dc:creator>
      <dc:date>2016-05-24T03:40:05Z</dc:date>
    </item>
    <item>
      <title>Thanks, Gastón </title>
      <link>https://community.intel.com/t5/Intel-Distribution-for-Python/PyDAAL-utilities-functions/m-p/1071252#M184</link>
      <description>&lt;P&gt;Thanks,&amp;nbsp;&lt;SPAN style="color: rgb(96, 96, 96); font-size: 13.008px; line-height: 19.512px;"&gt;Gastón&amp;nbsp;&lt;/SPAN&gt;&lt;/P&gt;

&lt;P&gt;I understand, that it's auxilary functions. But in documentation for Intel Python it's functions is not available.&amp;nbsp;&lt;/P&gt;

&lt;P&gt;At now I have no insight, how to use, e.g. algorithm's result (being C++ shared pointers) in Python.&amp;nbsp;&lt;/P&gt;

&lt;P&gt;I'll be very pleasure, if anybody provide simple example.&lt;/P&gt;

&lt;P&gt;Thanks, Oleg&lt;/P&gt;</description>
      <pubDate>Tue, 24 May 2016 08:30:53 GMT</pubDate>
      <guid>https://community.intel.com/t5/Intel-Distribution-for-Python/PyDAAL-utilities-functions/m-p/1071252#M184</guid>
      <dc:creator>Oleg_D_1</dc:creator>
      <dc:date>2016-05-24T08:30:53Z</dc:date>
    </item>
    <item>
      <title>Hi Oleg,</title>
      <link>https://community.intel.com/t5/Intel-Distribution-for-Python/PyDAAL-utilities-functions/m-p/1071253#M185</link>
      <description>&lt;P&gt;Hi Oleg,&lt;/P&gt;

&lt;P&gt;you can find the auxiliary functions in the DAAL reference guide as&lt;/P&gt;

&lt;P&gt;&amp;lt;root&amp;gt;/daal_dev_guide_ref/daal_ur_guides/daal_python_api/__init___8py-example.htm&lt;/P&gt;

&lt;P&gt;The examples assume to find this file as “../utils/__init__.py".&lt;/P&gt;

&lt;P&gt;See also &lt;A href="https://software.intel.com/en-us/forums/intel-distribution-for-python/topic/630400"&gt;https://software.intel.com/en-us/forums/intel-distribution-for-python/topic/630400&lt;/A&gt; for getting to the reference guide.&lt;/P&gt;

&lt;P&gt;&amp;nbsp;&lt;/P&gt;

&lt;P&gt;frank&lt;/P&gt;</description>
      <pubDate>Tue, 24 May 2016 15:47:43 GMT</pubDate>
      <guid>https://community.intel.com/t5/Intel-Distribution-for-Python/PyDAAL-utilities-functions/m-p/1071253#M185</guid>
      <dc:creator>Frank_S_Intel</dc:creator>
      <dc:date>2016-05-24T15:47:43Z</dc:date>
    </item>
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