Please open an issue on the issue tracker:
https://github.com/scikit-learn/scikit-learn/issues

On 10/11/2016 08:19 AM, Gabriel Trautmann wrote:
Thank you for your response, have Windows 7 Enterprise 64 bit / Intel Xeon E5 2640 CPU, same problem on two similar machines

python-3.5.2-amd64.exe - fresh installation

numpy-1.11.2+mkl-cp35-cp35m-win_amd64.whl  - from Christoph Gohlke
scipy-0.18.1-cp35-cp35m-win_amd64.whl
pip install scikit-lean

on the same python instance if I downgrade to version 0.17 is much faster.

pip uninstall scikit-lean
pip install scikit-lean==0.17

I will open an issue after I test on more machines or if someone else can reproduce the problem.




On Tue, Oct 11, 2016 at 3:02 PM, Olivier Grisel <[email protected] <mailto:[email protected]>> wrote:

    I cannot reproduce such a degradation on my machine:

    (sklearn-0.17)ogrisel@is146148:~/code/scikit-learn$ python
    ~/tmp/bench_vectorizer.py
    scikit-learn 0.17.1. Numpy 1.11.2. Python 3.5.0 x86_64
    Vectorizing 20newsgroup 11314 documents
    Vectorization completed in  4.033604383468628  seconds, resulting
    shape  (11314, 1048576)

    (sklearn-0.18) ogrisel@is146148:~/code/scikit-learn$ python
    ~/tmp/bench_vectorizer.py
    scikit-learn 0.18. Numpy 1.11.2. Python 3.5.0 x86_64
    Vectorizing 20newsgroup 11314 documents
    Vectorization completed in  4.990509510040283  seconds, resulting
    shape  (11314, 1048576)

    Which operating system are you using?

    Please feel free to open an issue on the tracker anyway.

    --
    Olivier
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