Glad to hear that it works at least. > but it may not be permanent solution?
Yeah, that’s probably not ideal, and I am not sure if there’s a better solution if your country’s government prohibits the use of github :(. > On Jul 21, 2016, at 3:29 PM, Rahul Ahuja <rahul.ah...@live.com> wrote: > > hi sebastian, > > proxy works for me,thanks. > but it may not be permanent solution? > > > > > > Kind regards, > Rahul Ahuja > > > From: scikit-learn <scikit-learn-bounces+rahul.ahuja=live....@python.org> on > behalf of scikit-learn-requ...@python.org <scikit-learn-requ...@python.org> > Sent: Friday, July 22, 2016 12:20 AM > To: scikit-learn@python.org > Subject: scikit-learn Digest, Vol 4, Issue 38 > > Send scikit-learn mailing list submissions to > scikit-learn@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-requ...@python.org > > You can reach the person managing the list at > scikit-learn-ow...@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) > > > ---------------------------------------------------------------------- > > Message: 1 > Date: Thu, 21 Jul 2016 15:08:58 -0400 > From: Sebastian Raschka <m...@sebastianraschka.com> > To: Scikit-learn user and developer mailing list > <scikit-learn@python.org> > Subject: Re: [scikit-learn] Sklearn website is down in my place > Message-ID: > <f4d5e0d3-74a9-4a76-ab03-00b1b5ea2...@sebastianraschka.com> > Content-Type: text/plain; charset=utf-8 > > 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.ah...@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....@python.org> > > on behalf of scikit-learn-requ...@python.org > > <scikit-learn-requ...@python.org> > > Sent: Thursday, July 21, 2016 10:39 PM > > To: scikit-learn@python.org > > Subject: scikit-learn Digest, Vol 4, Issue 34 > > > > Send scikit-learn mailing list submissions to > > scikit-learn@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-requ...@python.org > > > > You can reach the person managing the list at > > scikit-learn-ow...@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 <m...@sebastianraschka.com> > > To: Scikit-learn user and developer mailing list > > <scikit-learn@python.org> > > Subject: Re: [scikit-learn] Sklearn website is down in my place > > Message-ID: > > <0a1a773e-9a48-4a12-acd2-0e3f25fa2...@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.ah...@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....@python.org> > > > on behalf of scikit-learn-requ...@python.org > > > <scikit-learn-requ...@python.org> > > > Sent: Thursday, July 21, 2016 9:59 PM > > > To: scikit-learn@python.org > > > Subject: scikit-learn Digest, Vol 4, Issue 32 > > > > > > Send scikit-learn mailing list submissions to > > > scikit-learn@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-requ...@python.org > > > > > > You can reach the person managing the list at > > > scikit-learn-ow...@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.ah...@live.com> > > > To: "scikit-learn@python.org" <scikit-learn@python.org> > > > Subject: Re: [scikit-learn] scikit-learn Digest, Vol 4, Issue 31 > > > Message-ID: > > > > > > <ps1pr01mb1017419626403709dd7b463998...@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....@python.org> > > > on behalf of scikit-learn-requ...@python.org > > > <scikit-learn-requ...@python.org> > > > Sent: Thursday, July 21, 2016 9:00 PM > > > To: scikit-learn@python.org > > > Subject: scikit-learn Digest, Vol 4, Issue 31 > > > > > > Send scikit-learn mailing list submissions to > > > scikit-learn@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-requ...@python.org > > > > > > You can reach the person managing the list at > > > scikit-learn-ow...@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.ah...@live.com> > > > To: "scikit-learn@python.org" <scikit-learn@python.org> > > > Subject: [scikit-learn] sklearn website down in my country Pakistan > > > Message-ID: > > > > > > <ps1pr01mb101761eca4dde87e85bb999f98...@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 <nf...@uw.edu> > > > To: Scikit-learn user and developer mailing list > > > <scikit-learn@python.org> > > > Subject: Re: [scikit-learn] sklearn website down in my country > > > Pakistan > > > Message-ID: > > > > > > <CALoLHMKWoEGEH+Phz7XWQAk1Jk4NaT8LfVoKqrLmgc+=0ta...@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.ah...@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@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 <drr...@gmail.com> > > > To: Scikit-learn user and developer mailing list > > > <scikit-learn@python.org> > > > Subject: [scikit-learn] How to get the most important features from a > > > RF efficiently > > > Message-ID: > > > > > > <CAFHc1Qb181SQAxdb1=7xtjunldr8jyt7npvctuds3afyww-...@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 <nf...@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.ah...@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@python.org > > > >> https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > _______________________________________________ > > > > scikit-learn mailing list > > > > scikit-learn@python.org > > > > https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > > ------------------------------ > > > > > > Subject: Digest Footer > > > > > > _______________________________________________ > > > scikit-learn mailing list > > > scikit-learn@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 <m...@sebastianraschka.com> > > > To: Scikit-learn user and developer mailing list > > > <scikit-learn@python.org> > > > Subject: Re: [scikit-learn] scikit-learn Digest, Vol 4, Issue 31 > > > Message-ID: > > > <a15b22a6-cad1-4642-9584-cb456105b...@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.ah...@live.com> wrote: > > > > > > > > Yes I can open github pages. > > > > > > > > > > > > > > > > > > > > > > > > Kind regards, > > > > Rahul Ahuja > > > > > > > > > > > > From: scikit-learn > > > > <scikit-learn-bounces+rahul.ahuja=live....@python.org> on behalf of > > > > scikit-learn-requ...@python.org <scikit-learn-requ...@python.org> > > > > Sent: Thursday, July 21, 2016 9:00 PM > > > > To: scikit-learn@python.org > > > > Subject: scikit-learn Digest, Vol 4, Issue 31 > > > > > > > > Send scikit-learn mailing list submissions to > > > > scikit-learn@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-requ...@python.org > > > > > > > > You can reach the person managing the list at > > > > scikit-learn-ow...@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.ah...@live.com> > > > > To: "scikit-learn@python.org" <scikit-learn@python.org> > > > > Subject: [scikit-learn] sklearn website down in my country Pakistan > > > > Message-ID: > > > > > > > > <ps1pr01mb101761eca4dde87e85bb999f98...@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 <nf...@uw.edu> > > > > To: Scikit-learn user and developer mailing list > > > > <scikit-learn@python.org> > > > > Subject: Re: [scikit-learn] sklearn website down in my country > > > > Pakistan > > > > Message-ID: > > > > > > > > <CALoLHMKWoEGEH+Phz7XWQAk1Jk4NaT8LfVoKqrLmgc+=0ta...@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.ah...@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@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 <drr...@gmail.com> > > > > To: Scikit-learn user and developer mailing list > > > > <scikit-learn@python.org> > > > > Subject: [scikit-learn] How to get the most important features from a > > > > RF efficiently > > > > Message-ID: > > > > > > > > <CAFHc1Qb181SQAxdb1=7xtjunldr8jyt7npvctuds3afyww-...@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 <nf...@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.ah...@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@python.org > > > > >> https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > > > > _______________________________________________ > > > > > scikit-learn mailing list > > > > > scikit-learn@python.org > > > > > https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > > > > > > ------------------------------ > > > > > > > > Subject: Digest Footer > > > > > > > > _______________________________________________ > > > > scikit-learn mailing list > > > > scikit-learn@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@python.org > > > > https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > ------------------------------ > > > > > > Subject: Digest Footer > > > > > > _______________________________________________ > > > scikit-learn mailing list > > > scikit-learn@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@python.org > > > https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > ------------------------------ > > > > Message: 2 > > Date: Thu, 21 Jul 2016 13:32:34 -0400 > > From: Sebastian Raschka <m...@sebastianraschka.com> > > To: Scikit-learn user and developer mailing list > > <scikit-learn@python.org> > > Subject: Re: [scikit-learn] Sklearn website is down in my place > > Message-ID: > > <186e2b4f-6edd-427c-b37e-326c4402e...@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.ah...@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....@python.org> > > > on behalf of scikit-learn-requ...@python.org > > > <scikit-learn-requ...@python.org> > > > Sent: Thursday, July 21, 2016 9:59 PM > > > To: scikit-learn@python.org > > > Subject: scikit-learn Digest, Vol 4, Issue 32 > > > > > > Send scikit-learn mailing list submissions to > > > scikit-learn@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-requ...@python.org > > > > > > You can reach the person managing the list at > > > scikit-learn-ow...@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.ah...@live.com> > > > To: "scikit-learn@python.org" <scikit-learn@python.org> > > > Subject: Re: [scikit-learn] scikit-learn Digest, Vol 4, Issue 31 > > > Message-ID: > > > > > > <ps1pr01mb1017419626403709dd7b463998...@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....@python.org> > > > on behalf of scikit-learn-requ...@python.org > > > <scikit-learn-requ...@python.org> > > > Sent: Thursday, July 21, 2016 9:00 PM > > > To: scikit-learn@python.org > > > Subject: scikit-learn Digest, Vol 4, Issue 31 > > > > > > Send scikit-learn mailing list submissions to > > > scikit-learn@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-requ...@python.org > > > > > > You can reach the person managing the list at > > > scikit-learn-ow...@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.ah...@live.com> > > > To: "scikit-learn@python.org" <scikit-learn@python.org> > > > Subject: [scikit-learn] sklearn website down in my country Pakistan > > > Message-ID: > > > > > > <ps1pr01mb101761eca4dde87e85bb999f98...@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 <nf...@uw.edu> > > > To: Scikit-learn user and developer mailing list > > > <scikit-learn@python.org> > > > Subject: Re: [scikit-learn] sklearn website down in my country > > > Pakistan > > > Message-ID: > > > > > > <CALoLHMKWoEGEH+Phz7XWQAk1Jk4NaT8LfVoKqrLmgc+=0ta...@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.ah...@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@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 <drr...@gmail.com> > > > To: Scikit-learn user and developer mailing list > > > <scikit-learn@python.org> > > > Subject: [scikit-learn] How to get the most important features from a > > > RF efficiently > > > Message-ID: > > > > > > <CAFHc1Qb181SQAxdb1=7xtjunldr8jyt7npvctuds3afyww-...@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 <nf...@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.ah...@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@python.org > > > >> https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > _______________________________________________ > > > > scikit-learn mailing list > > > > scikit-learn@python.org > > > > https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > > ------------------------------ > > > > > > Subject: Digest Footer > > > > > > _______________________________________________ > > > scikit-learn mailing list > > > scikit-learn@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 <m...@sebastianraschka.com> > > > To: Scikit-learn user and developer mailing list > > > <scikit-learn@python.org> > > > Subject: Re: [scikit-learn] scikit-learn Digest, Vol 4, Issue 31 > > > Message-ID: > > > <a15b22a6-cad1-4642-9584-cb456105b...@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.ah...@live.com> wrote: > > > > > > > > Yes I can open github pages. > > > > > > > > > > > > > > > > > > > > > > > > Kind regards, > > > > Rahul Ahuja > > > > > > > > > > > > From: scikit-learn > > > > <scikit-learn-bounces+rahul.ahuja=live....@python.org> on behalf of > > > > scikit-learn-requ...@python.org <scikit-learn-requ...@python.org> > > > > Sent: Thursday, July 21, 2016 9:00 PM > > > > To: scikit-learn@python.org > > > > Subject: scikit-learn Digest, Vol 4, Issue 31 > > > > > > > > Send scikit-learn mailing list submissions to > > > > scikit-learn@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-requ...@python.org > > > > > > > > You can reach the person managing the list at > > > > scikit-learn-ow...@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.ah...@live.com> > > > > To: "scikit-learn@python.org" <scikit-learn@python.org> > > > > Subject: [scikit-learn] sklearn website down in my country Pakistan > > > > Message-ID: > > > > > > > > <ps1pr01mb101761eca4dde87e85bb999f98...@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 <nf...@uw.edu> > > > > To: Scikit-learn user and developer mailing list > > > > <scikit-learn@python.org> > > > > Subject: Re: [scikit-learn] sklearn website down in my country > > > > Pakistan > > > > Message-ID: > > > > > > > > <CALoLHMKWoEGEH+Phz7XWQAk1Jk4NaT8LfVoKqrLmgc+=0ta...@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.ah...@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@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 <drr...@gmail.com> > > > > To: Scikit-learn user and developer mailing list > > > > <scikit-learn@python.org> > > > > Subject: [scikit-learn] How to get the most important features from a > > > > RF efficiently > > > > Message-ID: > > > > > > > > <CAFHc1Qb181SQAxdb1=7xtjunldr8jyt7npvctuds3afyww-...@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 <nf...@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.ah...@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@python.org > > > > >> https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > > > > _______________________________________________ > > > > > scikit-learn mailing list > > > > > scikit-learn@python.org > > > > > https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > > > > > > ------------------------------ > > > > > > > > Subject: Digest Footer > > > > > > > > _______________________________________________ > > > > scikit-learn mailing list > > > > scikit-learn@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@python.org > > > > https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > > > > > ------------------------------ > > > > > > Subject: Digest Footer > > > > > > _______________________________________________ > > > scikit-learn mailing list > > > scikit-learn@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@python.org > > > https://mail.python.org/mailman/listinfo/scikit-learn > > > > > > > > ------------------------------ > > > > Subject: Digest Footer > > > > _______________________________________________ > > scikit-learn mailing list > > scikit-learn@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@python.org > > https://mail.python.org/mailman/listinfo/scikit-learn > > > > ------------------------------ > > Subject: Digest Footer > > _______________________________________________ > scikit-learn mailing list > scikit-learn@python.org > https://mail.python.org/mailman/listinfo/scikit-learn > > > ------------------------------ > > End of scikit-learn Digest, Vol 4, Issue 38 > ******************************************* > _______________________________________________ > scikit-learn mailing list > scikit-learn@python.org > https://mail.python.org/mailman/listinfo/scikit-learn _______________________________________________ scikit-learn mailing list scikit-learn@python.org https://mail.python.org/mailman/listinfo/scikit-learn
