Whether building/releasing new IntelPython/scikit-learn since scikit-learn==0.20.0 related bug

[yan_c_]

Hello, since Intel optimized scikit-learn produces better performance results ! However, scikit-learn==0.20.0 has bug in sklearn.preprocessing.OneHotEncoder.

More info can refer to:

• https://github.com/scikit-learn/scikit-learn/issues/12395
• https://github.com/scikit-learn/scikit-learn/issues/12680

But,  https://anaconda.org/intel/scikit-learn/files  doesn't 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 !

[Oleksandr_P_Intel]

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. 

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. 

While not ideal, it is a workable solution.

[chenyang__yan]

Thanks your advice ! @Oleksandr

2019.3 has released：Released PDF

I also see scikit-learn==0.20.2 ：https://img.vim-cn.com/98/94ba974c3fab2cdfb80d4ff4b1b573418659c7.png