https://community.intel.com/t5/Intel-Distribution-for-Python/Whether-building-releasing-new-IntelPython-scikit-learn-since/m-p/1141328#M964 <P>At this moment 0.20.0 is the latest available. An update to 0.20.2 is imminent, so please check back in a couple of day. I will also post a message here once new packages become available on the Intel channel on Anaconda cloud.&nbsp;</P><P>Preprocessing subpackage of scikit-learn is not modified in the Intel (R) Distribution for Python*. Therefore if these issues are blocking you right now, a possibility is to apply these same fixing changes to Python source files in site-packages.&nbsp;</P><P>While not ideal, it is a workable solution.</P> Mon, 04 Mar 2019 17:33:00 GMT Oleksandr_P_Intel 2019-03-04T17:33:00Z https://community.intel.com/t5/Intel-Distribution-for-Python/Whether-building-releasing-new-IntelPython-scikit-learn-since/m-p/1141327#M963 <P>Hello, since Intel optimized scikit-learn produces better performance results ! However, scikit-learn==0.20.0 has bug in&nbsp;sklearn.preprocessing.OneHotEncoder.</P><P>More info can refer to:</P><UL><LI><A href="https://github.com/scikit-learn/scikit-learn/issues/12395">https://github.com/scikit-learn/scikit-learn/issues/12395</A></LI><LI><A href="https://github.com/scikit-learn/scikit-learn/issues/12680">https://github.com/scikit-learn/scikit-learn/issues/12680</A></LI></UL><P>But,&nbsp;&nbsp;<A href="https://anaconda.org/intel/scikit-learn/files">https://anaconda.org/intel/scikit-learn/files</A>&nbsp; doesn't&nbsp;find any more higher version scikit-learn. So, developers have any plan to build/release new version scikit-learn or IntelPython ? Looking forward to your reply, thanks !</P> Mon, 28 Jan 2019 03:33:45 GMT https://community.intel.com/t5/Intel-Distribution-for-Python/Whether-building-releasing-new-IntelPython-scikit-learn-since/m-p/1141327#M963 yan_c_ 2019-01-28T03:33:45Z https://community.intel.com/t5/Intel-Distribution-for-Python/Whether-building-releasing-new-IntelPython-scikit-learn-since/m-p/1141328#M964 <P>At this moment 0.20.0 is the latest available. An update to 0.20.2 is imminent, so please check back in a couple of day. I will also post a message here once new packages become available on the Intel channel on Anaconda cloud.&nbsp;</P><P>Preprocessing subpackage of scikit-learn is not modified in the Intel (R) Distribution for Python*. Therefore if these issues are blocking you right now, a possibility is to apply these same fixing changes to Python source files in site-packages.&nbsp;</P><P>While not ideal, it is a workable solution.</P> Mon, 04 Mar 2019 17:33:00 GMT https://community.intel.com/t5/Intel-Distribution-for-Python/Whether-building-releasing-new-IntelPython-scikit-learn-since/m-p/1141328#M964 Oleksandr_P_Intel 2019-03-04T17:33:00Z https://community.intel.com/t5/Intel-Distribution-for-Python/Whether-building-releasing-new-IntelPython-scikit-learn-since/m-p/1141329#M965 <P>Thanks your advice ! @Oleksandr</P><P>2019.3 has released：<A href="https://community.intel.com/legacyfs/online/drupal_files/managed/f6/12/2019_Python_Release%20Notes%20Intel%28R%29%20Distribution%20for%20Python%20-%20Update%203.pdf">Released PDF</A></P><P>I also see scikit-learn==0.20.2 ：<A href="https://img.vim-cn.com/98/94ba974c3fab2cdfb80d4ff4b1b573418659c7.png">https://img.vim-cn.com/98/94ba974c3fab2cdfb80d4ff4b1b573418659c7.png</A></P> Sat, 09 Mar 2019 08:55:15 GMT https://community.intel.com/t5/Intel-Distribution-for-Python/Whether-building-releasing-new-IntelPython-scikit-learn-since/m-p/1141329#M965 chenyang__yan 2019-03-09T08:55:15Z