[scikit-learn] Sklearn website is down in my place

Sebastian Raschka mail at sebastianraschka.com
Thu Jul 21 15:08:58 EDT 2016


Hm, typically the unicorn indicates that there’s a GitHub-related issue; however, it still works for me, which is weird. Intuitively, I would say that it may have something to do with a cached version of your browser, yet you mentioned that it also doesn’t work on other devices either … Hm, sounds tricky …  Another thing you could try is visiting the site via a proxy. E.g., try to go to 

https://hide.me/en/proxy

and type "scikit-learn.org” into the form field.

Best,
Sebastian

> On Jul 21, 2016, at 2:18 PM, Rahul Ahuja <rahul.ahuja at live.com> wrote:
> 
> 
> 
> yes it does via that link as well. the name of the tab becomes Unicorn! Github
> 
> Is there any way that it can be resolved?  
> 
> 
> 
> Kind regards,
> Rahul Ahuja
> 
> 
> From: scikit-learn <scikit-learn-bounces+rahul.ahuja=live.com at python.org> on behalf of scikit-learn-request at python.org <scikit-learn-request at python.org>
> Sent: Thursday, July 21, 2016 10:39 PM
> To: scikit-learn at python.org
> Subject: scikit-learn Digest, Vol 4, Issue 34
>  
> Send scikit-learn mailing list submissions to
>         scikit-learn at python.org
> 
> To subscribe or unsubscribe via the World Wide Web, visit
>         https://mail.python.org/mailman/listinfo/scikit-learn
> scikit-learn Info Page - Python
> mail.python.org
> To see the collection of prior postings to the list, visit the scikit-learn Archives. Using scikit-learn: To post a message to all the list members ...
> 
> 
> or, via email, send a message with subject or body 'help' to
>         scikit-learn-request at python.org
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>         scikit-learn-owner at python.org
> 
> When replying, please edit your Subject line so it is more specific
> than "Re: Contents of scikit-learn digest..."
> 
> 
> Today's Topics:
> 
>    1. Re: Sklearn website is down in my place (Sebastian Raschka)
>    2. Re: Sklearn website is down in my place (Sebastian Raschka)
> 
> 
> ----------------------------------------------------------------------
> 
> Message: 1
> Date: Thu, 21 Jul 2016 13:25:00 -0400
> From: Sebastian Raschka <mail at sebastianraschka.com>
> To: Scikit-learn user and developer mailing list
>         <scikit-learn at python.org>
> Subject: Re: [scikit-learn] Sklearn website is down in my place
> Message-ID:
>         <0A1A773E-9A48-4A12-ACD2-0E3F25FA21BE at sebastianraschka.com>
> Content-Type: text/plain; charset=iso-8859-1
> 
> Hm, the problem persists if you call it directly via?
> 
> http://scikit-learn.github.io
> 
> > On Jul 21, 2016, at 1:18 PM, Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > 
> > Hi there,
> > 
> > Sklearn is down in my place (location). I have tried to access with multiple devices and internet connections but still can't. I can open github websites though. Is there any way to access sklearn website?
> > 
> > 
> > 
> > 
> > 
> > Kind regards,
> > Rahul Ahuja
> > 
> > 
> > From: scikit-learn <scikit-learn-bounces+rahul.ahuja=live.com at python.org> on behalf of scikit-learn-request at python.org <scikit-learn-request at python.org>
> > Sent: Thursday, July 21, 2016 9:59 PM
> > To: scikit-learn at python.org
> > Subject: scikit-learn Digest, Vol 4, Issue 32
> >  
> > Send scikit-learn mailing list submissions to
> >         scikit-learn at python.org
> > 
> > To subscribe or unsubscribe via the World Wide Web, visit
> >         https://mail.python.org/mailman/listinfo/scikit-learn
> > scikit-learn Info Page - Python
> > mail.python.org
> > To see the collection of prior postings to the list, visit the scikit-learn Archives. Using scikit-learn: To post a message to all the list members ...
> > 
> > 
> > or, via email, send a message with subject or body 'help' to
> >         scikit-learn-request at python.org
> > 
> > You can reach the person managing the list at
> >         scikit-learn-owner at python.org
> > 
> > When replying, please edit your Subject line so it is more specific
> > than "Re: Contents of scikit-learn digest..."
> > 
> > 
> > Today's Topics:
> > 
> >    1. Re: scikit-learn Digest, Vol 4, Issue 31 (Rahul Ahuja)
> >    2. Re: scikit-learn Digest, Vol 4, Issue 31 (Sebastian Raschka)
> > 
> > 
> > ----------------------------------------------------------------------
> > 
> > Message: 1
> > Date: Thu, 21 Jul 2016 16:27:54 +0000
> > From: Rahul Ahuja <rahul.ahuja at live.com>
> > To: "scikit-learn at python.org" <scikit-learn at python.org>
> > Subject: Re: [scikit-learn] scikit-learn Digest, Vol 4, Issue 31
> > Message-ID:
> >         <PS1PR01MB1017419626403709DD7B463998090 at PS1PR01MB1017.apcprd01.prod.exchangelabs.com>
> >         
> > Content-Type: text/plain; charset="iso-8859-1"
> > 
> > Yes I can open github pages.
> > 
> > 
> > 
> > 
> > 
> > Kind regards,
> > Rahul Ahuja
> > 
> > 
> > ________________________________
> > From: scikit-learn <scikit-learn-bounces+rahul.ahuja=live.com at python.org> on behalf of scikit-learn-request at python.org <scikit-learn-request at python.org>
> > Sent: Thursday, July 21, 2016 9:00 PM
> > To: scikit-learn at python.org
> > Subject: scikit-learn Digest, Vol 4, Issue 31
> > 
> > Send scikit-learn mailing list submissions to
> >         scikit-learn at python.org
> > 
> > To subscribe or unsubscribe via the World Wide Web, visit
> >         https://mail.python.org/mailman/listinfo/scikit-learn
> > scikit-learn Info Page - Python<https://mail.python.org/mailman/listinfo/scikit-learn>
> > mail.python.org
> > To see the collection of prior postings to the list, visit the scikit-learn Archives. Using scikit-learn: To post a message to all the list members ...
> > 
> > 
> > 
> > or, via email, send a message with subject or body 'help' to
> >         scikit-learn-request at python.org
> > 
> > You can reach the person managing the list at
> >         scikit-learn-owner at python.org
> > 
> > When replying, please edit your Subject line so it is more specific
> > than "Re: Contents of scikit-learn digest..."
> > 
> > 
> > Today's Topics:
> > 
> >    1. sklearn website down in my country Pakistan (Rahul Ahuja)
> >    2. Re: sklearn website down in my country Pakistan (Nelson Liu)
> >    3. How to get the most important features from a RF efficiently
> >       (Raphael C)
> > 
> > 
> > ----------------------------------------------------------------------
> > 
> > Message: 1
> > Date: Thu, 21 Jul 2016 14:50:55 +0000
> > From: Rahul Ahuja <rahul.ahuja at live.com>
> > To: "scikit-learn at python.org" <scikit-learn at python.org>
> > Subject: [scikit-learn] sklearn website down in my country Pakistan
> > Message-ID:
> >         <PS1PR01MB101761ECA4DDE87E85BB999F98090 at PS1PR01MB1017.apcprd01.prod.exchangelabs.com>
> > 
> > Content-Type: text/plain; charset="iso-8859-1"
> > 
> > Hi there,
> > 
> > 
> > Sklearn website has been down for couple of days. Please look into it.
> > 
> > 
> > I reside in Pakistan, Karachi city.
> > 
> > 
> > 
> > 
> > 
> > Kind regards,
> > Rahul Ahuja
> > -------------- next part --------------
> > An HTML attachment was scrubbed...
> > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/39b64f34/attachment-0001.html>
> > 
> > ------------------------------
> > 
> > Message: 2
> > Date: Thu, 21 Jul 2016 14:58:04 +0000
> > From: Nelson Liu <nfliu at uw.edu>
> > To: Scikit-learn user and developer mailing list
> >         <scikit-learn at python.org>
> > Subject: Re: [scikit-learn] sklearn website down in my country
> >         Pakistan
> > Message-ID:
> >         <CALoLHMKWoEGEH+Phz7XWQAk1Jk4NaT8LfVoKqrLmgc+=0TAa1A at mail.gmail.com>
> > Content-Type: text/plain; charset="utf-8"
> > 
> > Hi,
> > If I remember correctly, scikit-learn.org is hosted on GitHub Pages (so the
> > maintainers don't have control over downtime and issues like the one you're
> > having). Can you connect to GitHub, or any site on GitHub Pages?
> > 
> > Thanks
> > Nelson
> > 
> > On Thu, Jul 21, 2016, 07:52 Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > 
> > > Hi there,
> > >
> > >
> > > Sklearn website has been down for couple of days. Please look into it.
> > >
> > >
> > > I reside in Pakistan, Karachi city.
> > >
> > >
> > >
> > >
> > >
> > >
> > > Kind regards,
> > > Rahul Ahuja
> > > _______________________________________________
> > > scikit-learn mailing list
> > > scikit-learn at python.org
> > > https://mail.python.org/mailman/listinfo/scikit-learn
> > >
> > -------------- next part --------------
> > An HTML attachment was scrubbed...
> > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/a12c5d84/attachment-0001.html>
> > 
> > ------------------------------
> > 
> > Message: 3
> > Date: Thu, 21 Jul 2016 16:22:09 +0100
> > From: Raphael C <drraph at gmail.com>
> > To: Scikit-learn user and developer mailing list
> >         <scikit-learn at python.org>
> > Subject: [scikit-learn] How to get the most important features from a
> >         RF efficiently
> > Message-ID:
> >         <CAFHc1Qb181SQAxdb1=7xTJuNLdR8jYt7npvCtUDs3aFYwW-UTw at mail.gmail.com>
> > Content-Type: text/plain; charset=UTF-8
> > 
> > I have a set of feature vectors associated with binary class labels,
> > each of which has about 40,000 features. I can train a random forest
> > classifier in sklearn which works well. I would however like to see
> > the most important features.
> > 
> > I tried simply printing out forest.feature_importances_ but this takes
> > about 1 second per feature making about 40,000 seconds overall. This
> > is much much longer than the time needed to train the classifier in
> > the first place?
> > 
> > Is there a more efficient way to find out which features are most important?
> > 
> > Raphael
> > 
> > On 21 July 2016 at 15:58, Nelson Liu <nfliu at uw.edu> wrote:
> > > Hi,
> > > If I remember correctly, scikit-learn.org is hosted on GitHub Pages (so the
> > > maintainers don't have control over downtime and issues like the one you're
> > > having). Can you connect to GitHub, or any site on GitHub Pages?
> > >
> > > Thanks
> > > Nelson
> > >
> > > On Thu, Jul 21, 2016, 07:52 Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > >>
> > >> Hi there,
> > >>
> > >>
> > >> Sklearn website has been down for couple of days. Please look into it.
> > >>
> > >>
> > >> I reside in Pakistan, Karachi city.
> > >>
> > >>
> > >>
> > >>
> > >>
> > >>
> > >> Kind regards,
> > >> Rahul Ahuja
> > >> _______________________________________________
> > >> scikit-learn mailing list
> > >> scikit-learn at python.org
> > >> https://mail.python.org/mailman/listinfo/scikit-learn
> > >
> > >
> > > _______________________________________________
> > > scikit-learn mailing list
> > > scikit-learn at python.org
> > > https://mail.python.org/mailman/listinfo/scikit-learn
> > >
> > 
> > 
> > ------------------------------
> > 
> > Subject: Digest Footer
> > 
> > _______________________________________________
> > scikit-learn mailing list
> > scikit-learn at python.org
> > https://mail.python.org/mailman/listinfo/scikit-learn
> > 
> > 
> > ------------------------------
> > 
> > End of scikit-learn Digest, Vol 4, Issue 31
> > *******************************************
> > -------------- next part --------------
> > An HTML attachment was scrubbed...
> > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/d2af07c7/attachment-0001.html>
> > 
> > ------------------------------
> > 
> > Message: 2
> > Date: Thu, 21 Jul 2016 12:58:48 -0400
> > From: Sebastian Raschka <mail at sebastianraschka.com>
> > To: Scikit-learn user and developer mailing list
> >         <scikit-learn at python.org>
> > Subject: Re: [scikit-learn] scikit-learn Digest, Vol 4, Issue 31
> > Message-ID:
> >         <A15B22A6-CAD1-4642-9584-CB456105B7BA at sebastianraschka.com>
> > Content-Type: text/plain; charset=utf-8
> > 
> > Hm, the website works fine for me (and I also didn?t have any issues in the last few days).
> > Just to make sure your are using the correct address, it should be http://scikit-learn.org/ (maybe you used https://scikit-learn.org by accident !?)
> > 
> > - Alternatively, maybe try http://scikit-learn.org/stable/
> > - A different browser
> > -  clearing the browser cache
> > 
> > Hope one of these things work!
> > 
> > Best,
> > Sebastian
> > 
> > 
> > > On Jul 21, 2016, at 12:27 PM, Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > > 
> > > Yes I can open github pages.
> > > 
> > > 
> > > 
> > > 
> > > 
> > > Kind regards,
> > > Rahul Ahuja
> > > 
> > > 
> > > From: scikit-learn <scikit-learn-bounces+rahul.ahuja=live.com at python.org> on behalf of scikit-learn-request at python.org <scikit-learn-request at python.org>
> > > Sent: Thursday, July 21, 2016 9:00 PM
> > > To: scikit-learn at python.org
> > > Subject: scikit-learn Digest, Vol 4, Issue 31
> > >  
> > > Send scikit-learn mailing list submissions to
> > >         scikit-learn at python.org
> > > 
> > > To subscribe or unsubscribe via the World Wide Web, visit
> > >         https://mail.python.org/mailman/listinfo/scikit-learn
> > > scikit-learn Info Page - Python
> > > mail.python.org
> > > To see the collection of prior postings to the list, visit the scikit-learn Archives. Using scikit-learn: To post a message to all the list members ...
> > > 
> > > 
> > > or, via email, send a message with subject or body 'help' to
> > >         scikit-learn-request at python.org
> > > 
> > > You can reach the person managing the list at
> > >         scikit-learn-owner at python.org
> > > 
> > > When replying, please edit your Subject line so it is more specific
> > > than "Re: Contents of scikit-learn digest..."
> > > 
> > > 
> > > Today's Topics:
> > > 
> > >    1. sklearn website down in my country Pakistan (Rahul Ahuja)
> > >    2. Re: sklearn website down in my country Pakistan (Nelson Liu)
> > >    3. How to get the most important features from a RF efficiently
> > >       (Raphael C)
> > > 
> > > 
> > > ----------------------------------------------------------------------
> > > 
> > > Message: 1
> > > Date: Thu, 21 Jul 2016 14:50:55 +0000
> > > From: Rahul Ahuja <rahul.ahuja at live.com>
> > > To: "scikit-learn at python.org" <scikit-learn at python.org>
> > > Subject: [scikit-learn] sklearn website down in my country Pakistan
> > > Message-ID:
> > >         <PS1PR01MB101761ECA4DDE87E85BB999F98090 at PS1PR01MB1017.apcprd01.prod.exchangelabs.com>
> > >         
> > > Content-Type: text/plain; charset="iso-8859-1"
> > > 
> > > Hi there,
> > > 
> > > 
> > > Sklearn website has been down for couple of days. Please look into it.
> > > 
> > > 
> > > I reside in Pakistan, Karachi city.
> > > 
> > > 
> > > 
> > > 
> > > 
> > > Kind regards,
> > > Rahul Ahuja
> > > -------------- next part --------------
> > > An HTML attachment was scrubbed...
> > > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/39b64f34/attachment-0001.html>
> > > 
> > > ------------------------------
> > > 
> > > Message: 2
> > > Date: Thu, 21 Jul 2016 14:58:04 +0000
> > > From: Nelson Liu <nfliu at uw.edu>
> > > To: Scikit-learn user and developer mailing list
> > >         <scikit-learn at python.org>
> > > Subject: Re: [scikit-learn] sklearn website down in my country
> > >         Pakistan
> > > Message-ID:
> > >         <CALoLHMKWoEGEH+Phz7XWQAk1Jk4NaT8LfVoKqrLmgc+=0TAa1A at mail.gmail.com>
> > > Content-Type: text/plain; charset="utf-8"
> > > 
> > > Hi,
> > > If I remember correctly, scikit-learn.org is hosted on GitHub Pages (so the
> > > maintainers don't have control over downtime and issues like the one you're
> > > having). Can you connect to GitHub, or any site on GitHub Pages?
> > > 
> > > Thanks
> > > Nelson
> > > 
> > > On Thu, Jul 21, 2016, 07:52 Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > > 
> > > > Hi there,
> > > >
> > > >
> > > > Sklearn website has been down for couple of days. Please look into it.
> > > >
> > > >
> > > > I reside in Pakistan, Karachi city.
> > > >
> > > >
> > > >
> > > >
> > > >
> > > >
> > > > Kind regards,
> > > > Rahul Ahuja
> > > > _______________________________________________
> > > > scikit-learn mailing list
> > > > scikit-learn at python.org
> > > > https://mail.python.org/mailman/listinfo/scikit-learn
> > > >
> > > -------------- next part --------------
> > > An HTML attachment was scrubbed...
> > > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/a12c5d84/attachment-0001.html>
> > > 
> > > ------------------------------
> > > 
> > > Message: 3
> > > Date: Thu, 21 Jul 2016 16:22:09 +0100
> > > From: Raphael C <drraph at gmail.com>
> > > To: Scikit-learn user and developer mailing list
> > >         <scikit-learn at python.org>
> > > Subject: [scikit-learn] How to get the most important features from a
> > >         RF efficiently
> > > Message-ID:
> > >         <CAFHc1Qb181SQAxdb1=7xTJuNLdR8jYt7npvCtUDs3aFYwW-UTw at mail.gmail.com>
> > > Content-Type: text/plain; charset=UTF-8
> > > 
> > > I have a set of feature vectors associated with binary class labels,
> > > each of which has about 40,000 features. I can train a random forest
> > > classifier in sklearn which works well. I would however like to see
> > > the most important features.
> > > 
> > > I tried simply printing out forest.feature_importances_ but this takes
> > > about 1 second per feature making about 40,000 seconds overall. This
> > > is much much longer than the time needed to train the classifier in
> > > the first place?
> > > 
> > > Is there a more efficient way to find out which features are most important?
> > > 
> > > Raphael
> > > 
> > > On 21 July 2016 at 15:58, Nelson Liu <nfliu at uw.edu> wrote:
> > > > Hi,
> > > > If I remember correctly, scikit-learn.org is hosted on GitHub Pages (so the
> > > > maintainers don't have control over downtime and issues like the one you're
> > > > having). Can you connect to GitHub, or any site on GitHub Pages?
> > > >
> > > > Thanks
> > > > Nelson
> > > >
> > > > On Thu, Jul 21, 2016, 07:52 Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > > >>
> > > >> Hi there,
> > > >>
> > > >>
> > > >> Sklearn website has been down for couple of days. Please look into it.
> > > >>
> > > >>
> > > >> I reside in Pakistan, Karachi city.
> > > >>
> > > >>
> > > >>
> > > >>
> > > >>
> > > >>
> > > >> Kind regards,
> > > >> Rahul Ahuja
> > > >> _______________________________________________
> > > >> scikit-learn mailing list
> > > >> scikit-learn at python.org
> > > >> https://mail.python.org/mailman/listinfo/scikit-learn
> > > >
> > > >
> > > > _______________________________________________
> > > > scikit-learn mailing list
> > > > scikit-learn at python.org
> > > > https://mail.python.org/mailman/listinfo/scikit-learn
> > > >
> > > 
> > > 
> > > ------------------------------
> > > 
> > > Subject: Digest Footer
> > > 
> > > _______________________________________________
> > > scikit-learn mailing list
> > > scikit-learn at python.org
> > > https://mail.python.org/mailman/listinfo/scikit-learn
> > > 
> > > 
> > > ------------------------------
> > > 
> > > End of scikit-learn Digest, Vol 4, Issue 31
> > > *******************************************
> > > _______________________________________________
> > > scikit-learn mailing list
> > > scikit-learn at python.org
> > > https://mail.python.org/mailman/listinfo/scikit-learn
> > 
> > 
> > 
> > ------------------------------
> > 
> > Subject: Digest Footer
> > 
> > _______________________________________________
> > scikit-learn mailing list
> > scikit-learn at python.org
> > https://mail.python.org/mailman/listinfo/scikit-learn
> > 
> > 
> > ------------------------------
> > 
> > End of scikit-learn Digest, Vol 4, Issue 32
> > *******************************************
> > _______________________________________________
> > scikit-learn mailing list
> > scikit-learn at python.org
> > https://mail.python.org/mailman/listinfo/scikit-learn
> 
> 
> 
> ------------------------------
> 
> Message: 2
> Date: Thu, 21 Jul 2016 13:32:34 -0400
> From: Sebastian Raschka <mail at sebastianraschka.com>
> To: Scikit-learn user and developer mailing list
>         <scikit-learn at python.org>
> Subject: Re: [scikit-learn] Sklearn website is down in my place
> Message-ID:
>         <186E2B4F-6EDD-427C-B37E-326C4402EF8F at sebastianraschka.com>
> Content-Type: text/plain; charset=iso-8859-1
> 
> Hm, just read that this may be yet another weird censorhip regulation; I think your best option would be to download the scikit-learn website, from
> 
> https://github.com/scikit-learn/scikit-learn.github.io
> 
> and open it locally (via index.html)
> 
> 
> 
> > On Jul 21, 2016, at 1:18 PM, Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > 
> > Hi there,
> > 
> > Sklearn is down in my place (location). I have tried to access with multiple devices and internet connections but still can't. I can open github websites though. Is there any way to access sklearn website?
> > 
> > 
> > 
> > 
> > 
> > Kind regards,
> > Rahul Ahuja
> > 
> > 
> > From: scikit-learn <scikit-learn-bounces+rahul.ahuja=live.com at python.org> on behalf of scikit-learn-request at python.org <scikit-learn-request at python.org>
> > Sent: Thursday, July 21, 2016 9:59 PM
> > To: scikit-learn at python.org
> > Subject: scikit-learn Digest, Vol 4, Issue 32
> >  
> > Send scikit-learn mailing list submissions to
> >         scikit-learn at python.org
> > 
> > To subscribe or unsubscribe via the World Wide Web, visit
> >         https://mail.python.org/mailman/listinfo/scikit-learn
> > scikit-learn Info Page - Python
> > mail.python.org
> > To see the collection of prior postings to the list, visit the scikit-learn Archives. Using scikit-learn: To post a message to all the list members ...
> > 
> > 
> > or, via email, send a message with subject or body 'help' to
> >         scikit-learn-request at python.org
> > 
> > You can reach the person managing the list at
> >         scikit-learn-owner at python.org
> > 
> > When replying, please edit your Subject line so it is more specific
> > than "Re: Contents of scikit-learn digest..."
> > 
> > 
> > Today's Topics:
> > 
> >    1. Re: scikit-learn Digest, Vol 4, Issue 31 (Rahul Ahuja)
> >    2. Re: scikit-learn Digest, Vol 4, Issue 31 (Sebastian Raschka)
> > 
> > 
> > ----------------------------------------------------------------------
> > 
> > Message: 1
> > Date: Thu, 21 Jul 2016 16:27:54 +0000
> > From: Rahul Ahuja <rahul.ahuja at live.com>
> > To: "scikit-learn at python.org" <scikit-learn at python.org>
> > Subject: Re: [scikit-learn] scikit-learn Digest, Vol 4, Issue 31
> > Message-ID:
> >         <PS1PR01MB1017419626403709DD7B463998090 at PS1PR01MB1017.apcprd01.prod.exchangelabs.com>
> >         
> > Content-Type: text/plain; charset="iso-8859-1"
> > 
> > Yes I can open github pages.
> > 
> > 
> > 
> > 
> > 
> > Kind regards,
> > Rahul Ahuja
> > 
> > 
> > ________________________________
> > From: scikit-learn <scikit-learn-bounces+rahul.ahuja=live.com at python.org> on behalf of scikit-learn-request at python.org <scikit-learn-request at python.org>
> > Sent: Thursday, July 21, 2016 9:00 PM
> > To: scikit-learn at python.org
> > Subject: scikit-learn Digest, Vol 4, Issue 31
> > 
> > Send scikit-learn mailing list submissions to
> >         scikit-learn at python.org
> > 
> > To subscribe or unsubscribe via the World Wide Web, visit
> >         https://mail.python.org/mailman/listinfo/scikit-learn
> > scikit-learn Info Page - Python<https://mail.python.org/mailman/listinfo/scikit-learn>
> > mail.python.org
> > To see the collection of prior postings to the list, visit the scikit-learn Archives. Using scikit-learn: To post a message to all the list members ...
> > 
> > 
> > 
> > or, via email, send a message with subject or body 'help' to
> >         scikit-learn-request at python.org
> > 
> > You can reach the person managing the list at
> >         scikit-learn-owner at python.org
> > 
> > When replying, please edit your Subject line so it is more specific
> > than "Re: Contents of scikit-learn digest..."
> > 
> > 
> > Today's Topics:
> > 
> >    1. sklearn website down in my country Pakistan (Rahul Ahuja)
> >    2. Re: sklearn website down in my country Pakistan (Nelson Liu)
> >    3. How to get the most important features from a RF efficiently
> >       (Raphael C)
> > 
> > 
> > ----------------------------------------------------------------------
> > 
> > Message: 1
> > Date: Thu, 21 Jul 2016 14:50:55 +0000
> > From: Rahul Ahuja <rahul.ahuja at live.com>
> > To: "scikit-learn at python.org" <scikit-learn at python.org>
> > Subject: [scikit-learn] sklearn website down in my country Pakistan
> > Message-ID:
> >         <PS1PR01MB101761ECA4DDE87E85BB999F98090 at PS1PR01MB1017.apcprd01.prod.exchangelabs.com>
> > 
> > Content-Type: text/plain; charset="iso-8859-1"
> > 
> > Hi there,
> > 
> > 
> > Sklearn website has been down for couple of days. Please look into it.
> > 
> > 
> > I reside in Pakistan, Karachi city.
> > 
> > 
> > 
> > 
> > 
> > Kind regards,
> > Rahul Ahuja
> > -------------- next part --------------
> > An HTML attachment was scrubbed...
> > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/39b64f34/attachment-0001.html>
> > 
> > ------------------------------
> > 
> > Message: 2
> > Date: Thu, 21 Jul 2016 14:58:04 +0000
> > From: Nelson Liu <nfliu at uw.edu>
> > To: Scikit-learn user and developer mailing list
> >         <scikit-learn at python.org>
> > Subject: Re: [scikit-learn] sklearn website down in my country
> >         Pakistan
> > Message-ID:
> >         <CALoLHMKWoEGEH+Phz7XWQAk1Jk4NaT8LfVoKqrLmgc+=0TAa1A at mail.gmail.com>
> > Content-Type: text/plain; charset="utf-8"
> > 
> > Hi,
> > If I remember correctly, scikit-learn.org is hosted on GitHub Pages (so the
> > maintainers don't have control over downtime and issues like the one you're
> > having). Can you connect to GitHub, or any site on GitHub Pages?
> > 
> > Thanks
> > Nelson
> > 
> > On Thu, Jul 21, 2016, 07:52 Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > 
> > > Hi there,
> > >
> > >
> > > Sklearn website has been down for couple of days. Please look into it.
> > >
> > >
> > > I reside in Pakistan, Karachi city.
> > >
> > >
> > >
> > >
> > >
> > >
> > > Kind regards,
> > > Rahul Ahuja
> > > _______________________________________________
> > > scikit-learn mailing list
> > > scikit-learn at python.org
> > > https://mail.python.org/mailman/listinfo/scikit-learn
> > >
> > -------------- next part --------------
> > An HTML attachment was scrubbed...
> > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/a12c5d84/attachment-0001.html>
> > 
> > ------------------------------
> > 
> > Message: 3
> > Date: Thu, 21 Jul 2016 16:22:09 +0100
> > From: Raphael C <drraph at gmail.com>
> > To: Scikit-learn user and developer mailing list
> >         <scikit-learn at python.org>
> > Subject: [scikit-learn] How to get the most important features from a
> >         RF efficiently
> > Message-ID:
> >         <CAFHc1Qb181SQAxdb1=7xTJuNLdR8jYt7npvCtUDs3aFYwW-UTw at mail.gmail.com>
> > Content-Type: text/plain; charset=UTF-8
> > 
> > I have a set of feature vectors associated with binary class labels,
> > each of which has about 40,000 features. I can train a random forest
> > classifier in sklearn which works well. I would however like to see
> > the most important features.
> > 
> > I tried simply printing out forest.feature_importances_ but this takes
> > about 1 second per feature making about 40,000 seconds overall. This
> > is much much longer than the time needed to train the classifier in
> > the first place?
> > 
> > Is there a more efficient way to find out which features are most important?
> > 
> > Raphael
> > 
> > On 21 July 2016 at 15:58, Nelson Liu <nfliu at uw.edu> wrote:
> > > Hi,
> > > If I remember correctly, scikit-learn.org is hosted on GitHub Pages (so the
> > > maintainers don't have control over downtime and issues like the one you're
> > > having). Can you connect to GitHub, or any site on GitHub Pages?
> > >
> > > Thanks
> > > Nelson
> > >
> > > On Thu, Jul 21, 2016, 07:52 Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > >>
> > >> Hi there,
> > >>
> > >>
> > >> Sklearn website has been down for couple of days. Please look into it.
> > >>
> > >>
> > >> I reside in Pakistan, Karachi city.
> > >>
> > >>
> > >>
> > >>
> > >>
> > >>
> > >> Kind regards,
> > >> Rahul Ahuja
> > >> _______________________________________________
> > >> scikit-learn mailing list
> > >> scikit-learn at python.org
> > >> https://mail.python.org/mailman/listinfo/scikit-learn
> > >
> > >
> > > _______________________________________________
> > > scikit-learn mailing list
> > > scikit-learn at python.org
> > > https://mail.python.org/mailman/listinfo/scikit-learn
> > >
> > 
> > 
> > ------------------------------
> > 
> > Subject: Digest Footer
> > 
> > _______________________________________________
> > scikit-learn mailing list
> > scikit-learn at python.org
> > https://mail.python.org/mailman/listinfo/scikit-learn
> > 
> > 
> > ------------------------------
> > 
> > End of scikit-learn Digest, Vol 4, Issue 31
> > *******************************************
> > -------------- next part --------------
> > An HTML attachment was scrubbed...
> > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/d2af07c7/attachment-0001.html>
> > 
> > ------------------------------
> > 
> > Message: 2
> > Date: Thu, 21 Jul 2016 12:58:48 -0400
> > From: Sebastian Raschka <mail at sebastianraschka.com>
> > To: Scikit-learn user and developer mailing list
> >         <scikit-learn at python.org>
> > Subject: Re: [scikit-learn] scikit-learn Digest, Vol 4, Issue 31
> > Message-ID:
> >         <A15B22A6-CAD1-4642-9584-CB456105B7BA at sebastianraschka.com>
> > Content-Type: text/plain; charset=utf-8
> > 
> > Hm, the website works fine for me (and I also didn?t have any issues in the last few days).
> > Just to make sure your are using the correct address, it should be http://scikit-learn.org/ (maybe you used https://scikit-learn.org by accident !?)
> > 
> > - Alternatively, maybe try http://scikit-learn.org/stable/
> > - A different browser
> > -  clearing the browser cache
> > 
> > Hope one of these things work!
> > 
> > Best,
> > Sebastian
> > 
> > 
> > > On Jul 21, 2016, at 12:27 PM, Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > > 
> > > Yes I can open github pages.
> > > 
> > > 
> > > 
> > > 
> > > 
> > > Kind regards,
> > > Rahul Ahuja
> > > 
> > > 
> > > From: scikit-learn <scikit-learn-bounces+rahul.ahuja=live.com at python.org> on behalf of scikit-learn-request at python.org <scikit-learn-request at python.org>
> > > Sent: Thursday, July 21, 2016 9:00 PM
> > > To: scikit-learn at python.org
> > > Subject: scikit-learn Digest, Vol 4, Issue 31
> > >  
> > > Send scikit-learn mailing list submissions to
> > >         scikit-learn at python.org
> > > 
> > > To subscribe or unsubscribe via the World Wide Web, visit
> > >         https://mail.python.org/mailman/listinfo/scikit-learn
> > > scikit-learn Info Page - Python
> > > mail.python.org
> > > To see the collection of prior postings to the list, visit the scikit-learn Archives. Using scikit-learn: To post a message to all the list members ...
> > > 
> > > 
> > > or, via email, send a message with subject or body 'help' to
> > >         scikit-learn-request at python.org
> > > 
> > > You can reach the person managing the list at
> > >         scikit-learn-owner at python.org
> > > 
> > > When replying, please edit your Subject line so it is more specific
> > > than "Re: Contents of scikit-learn digest..."
> > > 
> > > 
> > > Today's Topics:
> > > 
> > >    1. sklearn website down in my country Pakistan (Rahul Ahuja)
> > >    2. Re: sklearn website down in my country Pakistan (Nelson Liu)
> > >    3. How to get the most important features from a RF efficiently
> > >       (Raphael C)
> > > 
> > > 
> > > ----------------------------------------------------------------------
> > > 
> > > Message: 1
> > > Date: Thu, 21 Jul 2016 14:50:55 +0000
> > > From: Rahul Ahuja <rahul.ahuja at live.com>
> > > To: "scikit-learn at python.org" <scikit-learn at python.org>
> > > Subject: [scikit-learn] sklearn website down in my country Pakistan
> > > Message-ID:
> > >         <PS1PR01MB101761ECA4DDE87E85BB999F98090 at PS1PR01MB1017.apcprd01.prod.exchangelabs.com>
> > >         
> > > Content-Type: text/plain; charset="iso-8859-1"
> > > 
> > > Hi there,
> > > 
> > > 
> > > Sklearn website has been down for couple of days. Please look into it.
> > > 
> > > 
> > > I reside in Pakistan, Karachi city.
> > > 
> > > 
> > > 
> > > 
> > > 
> > > Kind regards,
> > > Rahul Ahuja
> > > -------------- next part --------------
> > > An HTML attachment was scrubbed...
> > > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/39b64f34/attachment-0001.html>
> > > 
> > > ------------------------------
> > > 
> > > Message: 2
> > > Date: Thu, 21 Jul 2016 14:58:04 +0000
> > > From: Nelson Liu <nfliu at uw.edu>
> > > To: Scikit-learn user and developer mailing list
> > >         <scikit-learn at python.org>
> > > Subject: Re: [scikit-learn] sklearn website down in my country
> > >         Pakistan
> > > Message-ID:
> > >         <CALoLHMKWoEGEH+Phz7XWQAk1Jk4NaT8LfVoKqrLmgc+=0TAa1A at mail.gmail.com>
> > > Content-Type: text/plain; charset="utf-8"
> > > 
> > > Hi,
> > > If I remember correctly, scikit-learn.org is hosted on GitHub Pages (so the
> > > maintainers don't have control over downtime and issues like the one you're
> > > having). Can you connect to GitHub, or any site on GitHub Pages?
> > > 
> > > Thanks
> > > Nelson
> > > 
> > > On Thu, Jul 21, 2016, 07:52 Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > > 
> > > > Hi there,
> > > >
> > > >
> > > > Sklearn website has been down for couple of days. Please look into it.
> > > >
> > > >
> > > > I reside in Pakistan, Karachi city.
> > > >
> > > >
> > > >
> > > >
> > > >
> > > >
> > > > Kind regards,
> > > > Rahul Ahuja
> > > > _______________________________________________
> > > > scikit-learn mailing list
> > > > scikit-learn at python.org
> > > > https://mail.python.org/mailman/listinfo/scikit-learn
> > > >
> > > -------------- next part --------------
> > > An HTML attachment was scrubbed...
> > > URL: <http://mail.python.org/pipermail/scikit-learn/attachments/20160721/a12c5d84/attachment-0001.html>
> > > 
> > > ------------------------------
> > > 
> > > Message: 3
> > > Date: Thu, 21 Jul 2016 16:22:09 +0100
> > > From: Raphael C <drraph at gmail.com>
> > > To: Scikit-learn user and developer mailing list
> > >         <scikit-learn at python.org>
> > > Subject: [scikit-learn] How to get the most important features from a
> > >         RF efficiently
> > > Message-ID:
> > >         <CAFHc1Qb181SQAxdb1=7xTJuNLdR8jYt7npvCtUDs3aFYwW-UTw at mail.gmail.com>
> > > Content-Type: text/plain; charset=UTF-8
> > > 
> > > I have a set of feature vectors associated with binary class labels,
> > > each of which has about 40,000 features. I can train a random forest
> > > classifier in sklearn which works well. I would however like to see
> > > the most important features.
> > > 
> > > I tried simply printing out forest.feature_importances_ but this takes
> > > about 1 second per feature making about 40,000 seconds overall. This
> > > is much much longer than the time needed to train the classifier in
> > > the first place?
> > > 
> > > Is there a more efficient way to find out which features are most important?
> > > 
> > > Raphael
> > > 
> > > On 21 July 2016 at 15:58, Nelson Liu <nfliu at uw.edu> wrote:
> > > > Hi,
> > > > If I remember correctly, scikit-learn.org is hosted on GitHub Pages (so the
> > > > maintainers don't have control over downtime and issues like the one you're
> > > > having). Can you connect to GitHub, or any site on GitHub Pages?
> > > >
> > > > Thanks
> > > > Nelson
> > > >
> > > > On Thu, Jul 21, 2016, 07:52 Rahul Ahuja <rahul.ahuja at live.com> wrote:
> > > >>
> > > >> Hi there,
> > > >>
> > > >>
> > > >> Sklearn website has been down for couple of days. Please look into it.
> > > >>
> > > >>
> > > >> I reside in Pakistan, Karachi city.
> > > >>
> > > >>
> > > >>
> > > >>
> > > >>
> > > >>
> > > >> Kind regards,
> > > >> Rahul Ahuja
> > > >> _______________________________________________
> > > >> scikit-learn mailing list
> > > >> scikit-learn at python.org
> > > >> https://mail.python.org/mailman/listinfo/scikit-learn
> > > >
> > > >
> > > > _______________________________________________
> > > > scikit-learn mailing list
> > > > scikit-learn at python.org
> > > > https://mail.python.org/mailman/listinfo/scikit-learn
> > > >
> > > 
> > > 
> > > ------------------------------
> > > 
> > > Subject: Digest Footer
> > > 
> > > _______________________________________________
> > > scikit-learn mailing list
> > > scikit-learn at python.org
> > > https://mail.python.org/mailman/listinfo/scikit-learn
> > > 
> > > 
> > > ------------------------------
> > > 
> > > End of scikit-learn Digest, Vol 4, Issue 31
> > > *******************************************
> > > _______________________________________________
> > > scikit-learn mailing list
> > > scikit-learn at python.org
> > > https://mail.python.org/mailman/listinfo/scikit-learn
> > 
> > 
> > 
> > ------------------------------
> > 
> > Subject: Digest Footer
> > 
> > _______________________________________________
> > scikit-learn mailing list
> > scikit-learn at python.org
> > https://mail.python.org/mailman/listinfo/scikit-learn
> > 
> > 
> > ------------------------------
> > 
> > End of scikit-learn Digest, Vol 4, Issue 32
> > *******************************************
> > _______________________________________________
> > scikit-learn mailing list
> > scikit-learn at python.org
> > https://mail.python.org/mailman/listinfo/scikit-learn
> 
> 
> 
> ------------------------------
> 
> Subject: Digest Footer
> 
> _______________________________________________
> scikit-learn mailing list
> scikit-learn at python.org
> https://mail.python.org/mailman/listinfo/scikit-learn
> 
> 
> ------------------------------
> 
> End of scikit-learn Digest, Vol 4, Issue 34
> *******************************************
> _______________________________________________
> scikit-learn mailing list
> scikit-learn at python.org
> https://mail.python.org/mailman/listinfo/scikit-learn



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