From marmochiaskl at gmail.com Mon Nov 4 04:50:10 2019 From: marmochiaskl at gmail.com (Chiara Marmo) Date: Mon, 4 Nov 2019 10:50:10 +0100 Subject: [scikit-learn] scikit-learn twitter account Message-ID: Hello everybody, I've taken a look to the last meeting minutes: talking about releases and sprint announcements, it seems that the need for a centralized communication channel is rising, both from user and dev sides. What about starting to use the scikit-learn twitter account for that? This will also help to animate the community, sckit-learn benefits of a lot of mentions which are never answered. I can help with managing the account if needed. WDYT? Chiara -------------- next part -------------- An HTML attachment was scrubbed... URL: From adrin.jalali at gmail.com Mon Nov 4 05:58:21 2019 From: adrin.jalali at gmail.com (Adrin) Date: Mon, 4 Nov 2019 11:58:21 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: Message-ID: sounds pretty good to me :) On Mon, Nov 4, 2019 at 10:51 AM Chiara Marmo wrote: > Hello everybody, > > I've taken a look to the last meeting minutes: talking about releases and > sprint announcements, it seems that the need for a centralized > communication channel is rising, both from user and dev sides. > What about starting to use the scikit-learn twitter account for that? > This will also help to animate the community, sckit-learn benefits of a > lot of mentions which are never answered. > I can help with managing the account if needed. > > WDYT? > > Chiara > _______________________________________________ > 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: From niourf at gmail.com Mon Nov 4 07:02:56 2019 From: niourf at gmail.com (Nicolas Hug) Date: Mon, 4 Nov 2019 07:02:56 -0500 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: Message-ID: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> I like the idea as well On 11/4/19 5:58 AM, Adrin wrote: > sounds pretty good to me :) > > On Mon, Nov 4, 2019 at 10:51 AM Chiara Marmo > wrote: > > Hello everybody, > > I've taken a look to the last meeting minutes: talking about > releases and sprint announcements, it seems that the need for a > centralized communication channel is rising, both from user and > dev sides. > What about starting to use the scikit-learn twitter account for that? > This will also help to animate the community, sckit-learn benefits > of a lot of mentions which are never answered. > I can help with managing the account if needed. > > WDYT? > > Chiara > _______________________________________________ > 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 -------------- next part -------------- An HTML attachment was scrubbed... URL: From siddharthgupta234 at gmail.com Mon Nov 4 07:11:31 2019 From: siddharthgupta234 at gmail.com (Siddharth Gupta) Date: Mon, 4 Nov 2019 17:41:31 +0530 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> Message-ID: Makes sense! Would be good for the users to have a social media account to reach out to. On Mon, 4 Nov 2019, 17:38 Nicolas Hug, wrote: > I like the idea as well > On 11/4/19 5:58 AM, Adrin wrote: > > sounds pretty good to me :) > > On Mon, Nov 4, 2019 at 10:51 AM Chiara Marmo > wrote: > >> Hello everybody, >> >> I've taken a look to the last meeting minutes: talking about releases and >> sprint announcements, it seems that the need for a centralized >> communication channel is rising, both from user and dev sides. >> What about starting to use the scikit-learn twitter account for that? >> This will also help to animate the community, sckit-learn benefits of a >> lot of mentions which are never answered. >> I can help with managing the account if needed. >> >> WDYT? >> >> Chiara >> _______________________________________________ >> scikit-learn mailing list >> scikit-learn at python.org >> https://mail.python.org/mailman/listinfo/scikit-learn >> > > _______________________________________________ > scikit-learn mailing listscikit-learn at python.orghttps://mail.python.org/mailman/listinfo/scikit-learn > > _______________________________________________ > 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: From gael.varoquaux at normalesup.org Mon Nov 4 07:40:45 2019 From: gael.varoquaux at normalesup.org (Gael Varoquaux) Date: Mon, 4 Nov 2019 07:40:45 -0500 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> Message-ID: <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: > Would be good for the users to have a social media account to reach out to. I do not think that the point is to do support, but outreach. Ga?l > On Mon, 4 Nov 2019, 17:38 Nicolas Hug, wrote: > I like the idea as well > On 11/4/19 5:58 AM, Adrin wrote: > sounds pretty good to me :) > On Mon, Nov 4, 2019 at 10:51 AM Chiara Marmo > wrote: > Hello everybody, > I've taken a look to the last meeting minutes: talking about > releases and sprint announcements, it seems that the need for a > centralized communication channel is rising, both from user and dev > sides. > What about starting to use the scikit-learn twitter account for > that? > This will also help to animate the community, sckit-learn benefits > of a lot of mentions which are never answered. > I can help with managing the account if needed. > WDYT? > Chiara > _______________________________________________ > 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 > _______________________________________________ > 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 -- Gael Varoquaux Research Director, INRIA Visiting professor, McGill http://gael-varoquaux.info http://twitter.com/GaelVaroquaux From g.lemaitre58 at gmail.com Mon Nov 4 09:04:08 2019 From: g.lemaitre58 at gmail.com (=?ISO-8859-1?Q?Guillaume_Lema=EEtre?=) Date: Mon, 04 Nov 2019 15:04:08 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> Message-ID: +1 for outreach / -1 for support FWIW we have several persons asking us how they could know about future sprints at the Man AHL sprint. The Twitter account could be a nice channel to relay the info about such public event. Communicating on the releases would also be great. Sent from my phone - sorry to be brief and potential misspell. ? Original Message ? From: gael.varoquaux at normalesup.org Sent: 4 November 2019 14:05 To: scikit-learn at python.org Reply to: scikit-learn at python.org Subject: Re: [scikit-learn] scikit-learn twitter account On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: > Would be good for the users to have a social media account to reach out to. I do not think that the point is to do support, but outreach. Ga?l > On Mon, 4 Nov 2019, 17:38 Nicolas Hug, wrote: >???? I like the idea as well >???? On 11/4/19 5:58 AM, Adrin wrote: >???????? sounds pretty good to me :) >???????? On Mon, Nov 4, 2019 at 10:51 AM Chiara Marmo >???????? wrote: >???????????? Hello everybody, >???????????? I've taken a look to the last meeting minutes: talking about >???????????? releases and sprint announcements, it seems that the need for a >???????????? centralized communication channel is rising, both from user and dev >???????????? sides. >???????????? What about starting to use the scikit-learn twitter account for >???????????? that? >???????????? This will also help to animate the community, sckit-learn benefits >???????????? of a lot of mentions which are never answered. >???????????? I can help with managing the account if needed. >???????????? WDYT? >???????????? Chiara >???????????? _______________________________________________ >???????????? 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 >???? _______________________________________________ >???? 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 -- ??? Gael Varoquaux ??? Research Director, INRIA ? Visiting professor, McGill ??? http://gael-varoquaux.info??????????? http://twitter.com/GaelVaroquaux _______________________________________________ scikit-learn mailing list scikit-learn at python.org https://mail.python.org/mailman/listinfo/scikit-learn From marmochiaskl at gmail.com Mon Nov 4 09:05:28 2019 From: marmochiaskl at gmail.com (Chiara Marmo) Date: Mon, 4 Nov 2019 15:05:28 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> Message-ID: Be reassured Gael... no support via twitter... :) Just a way to centralize messages and reach people that ping to show that scikit-learn cares. On Mon, Nov 4, 2019 at 2:04 PM Gael Varoquaux wrote: > On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: > > Would be good for the users to have a social media account to reach out > to. > > I do not think that the point is to do support, but outreach. > > Ga?l > > > -------------- next part -------------- An HTML attachment was scrubbed... URL: From nelle.varoquaux at gmail.com Mon Nov 4 09:08:53 2019 From: nelle.varoquaux at gmail.com (Nelle Varoquaux) Date: Mon, 4 Nov 2019 15:08:53 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> Message-ID: I think that's a good idea as well! On Mon, 4 Nov 2019 at 15:06, Chiara Marmo wrote: > Be reassured Gael... no support via twitter... :) > Just a way to centralize messages and reach people that ping to show that > scikit-learn cares. > > On Mon, Nov 4, 2019 at 2:04 PM Gael Varoquaux < > gael.varoquaux at normalesup.org> wrote: > >> On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: >> > Would be good for the users to have a social media account to reach out >> to. >> >> I do not think that the point is to do support, but outreach. >> >> Ga?l >> >> >> _______________________________________________ > 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: From mail at sebastianraschka.com Mon Nov 4 09:57:07 2019 From: mail at sebastianraschka.com (Sebastian Raschka) Date: Mon, 4 Nov 2019 08:57:07 -0600 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: Message-ID: <6140E15E-0737-43CB-BA63-B9736007DFF4@sebastianraschka.com> I think that a twitter account for scikit-learn would be awesome. I could envision it for announcements (new features, package releases, etc.), but it would be cool to share interesting applications of scikit-learn, upcoming events (tutorials, conference talks) as well -- somewhat similar to what they are doing with @PyTorch. That would be super nice. Best. Sebastian > On Nov 4, 2019, at 8:04 AM, Guillaume Lema?tre wrote: > > +1 for outreach / -1 for support > > FWIW we have several persons asking us how they could know about future sprints at the Man AHL sprint. The Twitter account could be a nice channel to relay the info about such public event. Communicating on the releases would also be great. > > > > > Sent from my phone - sorry to be brief and potential misspell. > > > > Original Message > > > > From: gael.varoquaux at normalesup.org > Sent: 4 November 2019 14:05 > To: scikit-learn at python.org > Reply to: scikit-learn at python.org > Subject: Re: [scikit-learn] scikit-learn twitter account > > > On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: >> Would be good for the users to have a social media account to reach out to. > > I do not think that the point is to do support, but outreach. > > Ga?l > >> On Mon, 4 Nov 2019, 17:38 Nicolas Hug, wrote: > > >> I like the idea as well > >> On 11/4/19 5:58 AM, Adrin wrote: > >> sounds pretty good to me :) > >> On Mon, Nov 4, 2019 at 10:51 AM Chiara Marmo >> wrote: > >> Hello everybody, > >> I've taken a look to the last meeting minutes: talking about >> releases and sprint announcements, it seems that the need for a >> centralized communication channel is rising, both from user and dev >> sides. >> What about starting to use the scikit-learn twitter account for >> that? >> This will also help to animate the community, sckit-learn benefits >> of a lot of mentions which are never answered. >> I can help with managing the account if needed. > >> WDYT? > >> Chiara >> _______________________________________________ >> 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 > >> _______________________________________________ >> 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 > > > -- > Gael Varoquaux > Research Director, INRIA Visiting professor, McGill > http://gael-varoquaux.info http://twitter.com/GaelVaroquaux > _______________________________________________ > 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 From siddharthgupta234 at gmail.com Mon Nov 4 10:12:12 2019 From: siddharthgupta234 at gmail.com (Siddharth Gupta) Date: Mon, 4 Nov 2019 20:42:12 +0530 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <6140E15E-0737-43CB-BA63-B9736007DFF4@sebastianraschka.com> References: <6140E15E-0737-43CB-BA63-B9736007DFF4@sebastianraschka.com> Message-ID: Oh I misunderstood, my bad. +1 for outreach as well! Regards Siddharth Gupta, Ph: 9871012292 Website Twitter | Facebook On Mon, Nov 4, 2019 at 8:30 PM Sebastian Raschka wrote: > I think that a twitter account for scikit-learn would be awesome. I could > envision it for announcements (new features, package releases, etc.), but > it would be cool to share interesting applications of scikit-learn, > upcoming events (tutorials, conference talks) as well -- somewhat similar > to what they are doing with @PyTorch. That would be super nice. > > Best. > Sebastian > > > On Nov 4, 2019, at 8:04 AM, Guillaume Lema?tre > wrote: > > > > +1 for outreach / -1 for support > > > > FWIW we have several persons asking us how they could know about future > sprints at the Man AHL sprint. The Twitter account could be a nice channel > to relay the info about such public event. Communicating on the releases > would also be great. > > > > > > > > > > Sent from my phone - sorry to be brief and potential misspell. > > > > > > > > Original Message > > > > > > > > From: gael.varoquaux at normalesup.org > > Sent: 4 November 2019 14:05 > > To: scikit-learn at python.org > > Reply to: scikit-learn at python.org > > Subject: Re: [scikit-learn] scikit-learn twitter account > > > > > > On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: > >> Would be good for the users to have a social media account to reach out > to. > > > > I do not think that the point is to do support, but outreach. > > > > Ga?l > > > >> On Mon, 4 Nov 2019, 17:38 Nicolas Hug, wrote: > > > > > >> I like the idea as well > > > >> On 11/4/19 5:58 AM, Adrin wrote: > > > >> sounds pretty good to me :) > > > >> On Mon, Nov 4, 2019 at 10:51 AM Chiara Marmo < > marmochiaskl at gmail.com> > >> wrote: > > > >> Hello everybody, > > > >> I've taken a look to the last meeting minutes: talking > about > >> releases and sprint announcements, it seems that the need > for a > >> centralized communication channel is rising, both from > user and dev > >> sides. > >> What about starting to use the scikit-learn twitter > account for > >> that? > >> This will also help to animate the community, sckit-learn > benefits > >> of a lot of mentions which are never answered. > >> I can help with managing the account if needed. > > > >> WDYT? > > > >> Chiara > >> _______________________________________________ > >> 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 > > > >> _______________________________________________ > >> 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 > > > > > > -- > > Gael Varoquaux > > Research Director, INRIA Visiting professor, McGill > > http://gael-varoquaux.info > http://twitter.com/GaelVaroquaux > > _______________________________________________ > > 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 > > _______________________________________________ > 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: From t3kcit at gmail.com Tue Nov 5 00:14:26 2019 From: t3kcit at gmail.com (Andreas Mueller) Date: Mon, 4 Nov 2019 22:14:26 -0700 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> Message-ID: Should we re-purpose the existing twitter account or make a new one? https://twitter.com/scikit_learn We do have 6k followers already! On 11/4/19 3:08 PM, Nelle Varoquaux wrote: > I think that's a good idea as well! > > On Mon, 4 Nov 2019 at 15:06, Chiara Marmo > wrote: > > Be reassured Gael... no support via twitter... :) > Just a way to centralize messages and reach people that ping to > show that scikit-learn cares. > > On Mon, Nov 4, 2019 at 2:04 PM Gael Varoquaux > > wrote: > > On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: > > Would be good for the users to have a social media account > to reach out to. > > I do not think that the point is to do support, but outreach. > > Ga?l > > > _______________________________________________ > 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 -------------- next part -------------- An HTML attachment was scrubbed... URL: From rth.yurchak at gmail.com Tue Nov 5 03:00:34 2019 From: rth.yurchak at gmail.com (Roman Yurchak) Date: Tue, 5 Nov 2019 09:00:34 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> Message-ID: <14487e82-15b1-31bc-e901-539f6a39065f@gmail.com> Maybe re-purposing? I'm not sure if people find useful the current approach of a tweet per PR. It would make things less confusing to have 1 account. Looking how other OSS projects do this would also be interesting. On 05/11/2019 06:14, Andreas Mueller wrote: > Should we re-purpose the existing twitter account or make a new one? > https://twitter.com/scikit_learn > > We do have 6k followers already! > > On 11/4/19 3:08 PM, Nelle Varoquaux wrote: >> I think that's a good idea as well! >> >> On Mon, 4 Nov 2019 at 15:06, Chiara Marmo > > wrote: >> >> Be reassured Gael... no support via twitter... :) >> Just a way to centralize messages and reach people that ping to >> show that scikit-learn cares. >> >> On Mon, Nov 4, 2019 at 2:04 PM Gael Varoquaux >> > > wrote: >> >> On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: >> > Would be good for the users to have a social media account >> to reach out to. >> >> I do not think that the point is to do support, but outreach. >> >> Ga?l >> >> >> _______________________________________________ >> 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 > > > _______________________________________________ > scikit-learn mailing list > scikit-learn at python.org > https://mail.python.org/mailman/listinfo/scikit-learn > From adrin.jalali at gmail.com Tue Nov 5 03:07:39 2019 From: adrin.jalali at gmail.com (Adrin) Date: Tue, 5 Nov 2019 09:07:39 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <14487e82-15b1-31bc-e901-539f6a39065f@gmail.com> References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> <14487e82-15b1-31bc-e901-539f6a39065f@gmail.com> Message-ID: I think re-purposing and having somebody or a team tweet using it only the ones which matter (like the ones we do tweet about from our own tweeter accounts every now and then) much more useful. Plus whatever news we have for the community. On Tue, Nov 5, 2019 at 9:01 AM Roman Yurchak wrote: > Maybe re-purposing? I'm not sure if people find useful the current > approach of a tweet per PR. > It would make things less confusing to have 1 account. > > Looking how other OSS projects do this would also be interesting. > > On 05/11/2019 06:14, Andreas Mueller wrote: > > Should we re-purpose the existing twitter account or make a new one? > > https://twitter.com/scikit_learn > > > > We do have 6k followers already! > > > > On 11/4/19 3:08 PM, Nelle Varoquaux wrote: > >> I think that's a good idea as well! > >> > >> On Mon, 4 Nov 2019 at 15:06, Chiara Marmo >> > wrote: > >> > >> Be reassured Gael... no support via twitter... :) > >> Just a way to centralize messages and reach people that ping to > >> show that scikit-learn cares. > >> > >> On Mon, Nov 4, 2019 at 2:04 PM Gael Varoquaux > >> >> > wrote: > >> > >> On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: > >> > Would be good for the users to have a social media account > >> to reach out to. > >> > >> I do not think that the point is to do support, but outreach. > >> > >> Ga?l > >> > >> > >> _______________________________________________ > >> 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 > > > > > > _______________________________________________ > > 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 > -------------- next part -------------- An HTML attachment was scrubbed... URL: From g.lemaitre58 at gmail.com Tue Nov 5 03:08:50 2019 From: g.lemaitre58 at gmail.com (=?UTF-8?Q?Guillaume_Lema=C3=AEtre?=) Date: Tue, 5 Nov 2019 09:08:50 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <14487e82-15b1-31bc-e901-539f6a39065f@gmail.com> References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> <14487e82-15b1-31bc-e901-539f6a39065f@gmail.com> Message-ID: We stopped twitting PR since January if I am not mistaken. So the current channel does not have a real purpose :) On Tue, 5 Nov 2019 at 09:02, Roman Yurchak wrote: > Maybe re-purposing? I'm not sure if people find useful the current > approach of a tweet per PR. > It would make things less confusing to have 1 account. > > Looking how other OSS projects do this would also be interesting. > > On 05/11/2019 06:14, Andreas Mueller wrote: > > Should we re-purpose the existing twitter account or make a new one? > > https://twitter.com/scikit_learn > > > > We do have 6k followers already! > > > > On 11/4/19 3:08 PM, Nelle Varoquaux wrote: > >> I think that's a good idea as well! > >> > >> On Mon, 4 Nov 2019 at 15:06, Chiara Marmo >> > wrote: > >> > >> Be reassured Gael... no support via twitter... :) > >> Just a way to centralize messages and reach people that ping to > >> show that scikit-learn cares. > >> > >> On Mon, Nov 4, 2019 at 2:04 PM Gael Varoquaux > >> >> > wrote: > >> > >> On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: > >> > Would be good for the users to have a social media account > >> to reach out to. > >> > >> I do not think that the point is to do support, but outreach. > >> > >> Ga?l > >> > >> > >> _______________________________________________ > >> 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 > > > > > > _______________________________________________ > > 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 > -- Guillaume Lemaitre Scikit-learn @ Inria Foundation https://glemaitre.github.io/ -------------- next part -------------- An HTML attachment was scrubbed... URL: From albertthomas88 at gmail.com Tue Nov 5 03:29:52 2019 From: albertthomas88 at gmail.com (Albert Thomas) Date: Tue, 5 Nov 2019 09:29:52 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> <14487e82-15b1-31bc-e901-539f6a39065f@gmail.com> Message-ID: +1 for re-purposing Albert On Tue 5 Nov 2019 at 09:10, Guillaume Lema?tre wrote: > We stopped twitting PR since January if I am not mistaken. So the current > channel does not have a real purpose :) > > On Tue, 5 Nov 2019 at 09:02, Roman Yurchak wrote: > >> Maybe re-purposing? I'm not sure if people find useful the current >> approach of a tweet per PR. >> It would make things less confusing to have 1 account. >> >> Looking how other OSS projects do this would also be interesting. >> >> On 05/11/2019 06:14, Andreas Mueller wrote: >> > Should we re-purpose the existing twitter account or make a new one? >> > https://twitter.com/scikit_learn >> > >> > We do have 6k followers already! >> > >> > On 11/4/19 3:08 PM, Nelle Varoquaux wrote: >> >> I think that's a good idea as well! >> >> >> >> On Mon, 4 Nov 2019 at 15:06, Chiara Marmo > >> > wrote: >> >> >> >> Be reassured Gael... no support via twitter... :) >> >> Just a way to centralize messages and reach people that ping to >> >> show that scikit-learn cares. >> >> >> >> On Mon, Nov 4, 2019 at 2:04 PM Gael Varoquaux >> >> > >> > wrote: >> >> >> >> On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta >> wrote: >> >> > Would be good for the users to have a social media account >> >> to reach out to. >> >> >> >> I do not think that the point is to do support, but outreach. >> >> >> >> Ga?l >> >> >> >> >> >> _______________________________________________ >> >> 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 >> > >> > >> > _______________________________________________ >> > 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 >> > > > -- > Guillaume Lemaitre > Scikit-learn @ Inria Foundation > https://glemaitre.github.io/ > _______________________________________________ > 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: From gael.varoquaux at normalesup.org Tue Nov 5 06:44:32 2019 From: gael.varoquaux at normalesup.org (Gael Varoquaux) Date: Tue, 5 Nov 2019 06:44:32 -0500 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> Message-ID: <20191105114432.2opswuwjttvykxdi@phare.normalesup.org> On Mon, Nov 04, 2019 at 10:14:26PM -0700, Andreas Mueller wrote: > Should we re-purpose the existing twitter account or make a new one? > https://twitter.com/scikit_learn I think that we should repurpose it: - Make a "scikit-learn-commits" twitter account that does what the current one does - Use the current one. G > We do have 6k followers already! > On 11/4/19 3:08 PM, Nelle Varoquaux wrote: > I think that's a good idea as well! > On Mon, 4 Nov 2019 at 15:06, Chiara Marmo wrote: > Be reassured Gael... no support via twitter... :) > Just a way to centralize messages and reach people that ping to show > that scikit-learn cares. > On Mon, Nov 4, 2019 at 2:04 PM Gael Varoquaux < > gael.varoquaux at normalesup.org> wrote: > On Mon, Nov 04, 2019 at 05:41:31PM +0530, Siddharth Gupta wrote: > > Would be good for the users to have a social media account to > reach out to. > I do not think that the point is to do support, but outreach. > Ga?l > _______________________________________________ > 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 > _______________________________________________ > scikit-learn mailing list > scikit-learn at python.org > https://mail.python.org/mailman/listinfo/scikit-learn -- Gael Varoquaux Research Director, INRIA Visiting professor, McGill http://gael-varoquaux.info http://twitter.com/GaelVaroquaux From marmochiaskl at gmail.com Tue Nov 5 08:24:10 2019 From: marmochiaskl at gmail.com (Chiara Marmo) Date: Tue, 5 Nov 2019 14:24:10 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <20191105114432.2opswuwjttvykxdi@phare.normalesup.org> References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> <20191105114432.2opswuwjttvykxdi@phare.normalesup.org> Message-ID: I'm 100% on re-purposing: people already follows the scikit_learn account. I'm not sure an account with commits will be really necessary... developers watch the github repo... Anyway, IMHO, the important thing is to keep the already active account for announcements. Chiara On Tue, Nov 5, 2019 at 12:46 PM Gael Varoquaux < gael.varoquaux at normalesup.org> wrote: > On Mon, Nov 04, 2019 at 10:14:26PM -0700, Andreas Mueller wrote: > > Should we re-purpose the existing twitter account or make a new one? > > https://twitter.com/scikit_learn > > I think that we should repurpose it: > > - Make a "scikit-learn-commits" twitter account that does what the > current one does > - Use the current one. > > G > > > We do have 6k followers already! > -------------- next part -------------- An HTML attachment was scrubbed... URL: From marmochiaskl at gmail.com Fri Nov 8 10:18:24 2019 From: marmochiaskl at gmail.com (Chiara Marmo) Date: Fri, 8 Nov 2019 16:18:24 +0100 Subject: [scikit-learn] WiLMDS bay area sprint Message-ID: Hello scikit-learn devs, this message just to let you know that I'm helping @reshamas to follow-up the PRs created at the WiLMDS bay area sprint. Hope you don't mind if I will ping some of you at the very end of the process when PR are (almost) ready for merging. Thanks for your help! Chiara -------------- next part -------------- An HTML attachment was scrubbed... URL: From adrin.jalali at gmail.com Fri Nov 8 10:32:41 2019 From: adrin.jalali at gmail.com (Adrin) Date: Fri, 8 Nov 2019 16:32:41 +0100 Subject: [scikit-learn] WiLMDS bay area sprint In-Reply-To: References: Message-ID: Nice, Waiting for the pings ;) Cheers, Adrin. On Fri, Nov 8, 2019 at 4:19 PM Chiara Marmo wrote: > Hello scikit-learn devs, > > this message just to let you know that I'm helping @reshamas to follow-up > the PRs created at the WiLMDS bay area sprint. > Hope you don't mind if I will ping some of you at the very end of the > process when PR are (almost) ready for merging. > > Thanks for your help! > > Chiara > _______________________________________________ > 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: From lisa.wess77 at gmail.com Mon Nov 11 09:36:02 2019 From: lisa.wess77 at gmail.com (Lisa Wess) Date: Mon, 11 Nov 2019 19:36:02 +0500 Subject: [scikit-learn] guest posting Message-ID: Hi I want to post herehttps://mail.python.org/ Let me know the price for each post. Waiting for your reply -------------- next part -------------- An HTML attachment was scrubbed... URL: From niourf at gmail.com Wed Nov 13 17:14:25 2019 From: niourf at gmail.com (Nicolas Hug) Date: Wed, 13 Nov 2019 17:14:25 -0500 Subject: [scikit-learn] Monthly meetings Message-ID: <5cd5533f-8ef8-c888-2894-dd9f49daf50b@gmail.com> Hey everyone, The next monthly meeting is on Monday! As usual, please be nice to the NYC people and *update your project notes before Friday* it'll be 7am for us :) Cheers, Nicolas https://github.com/scikit-learn/scikit-learn/projects/15 https://appear.in/amueller https://www.timeanddate.com/worldclock/meetingdetails.html?year=2019&month=11&day=18&hour=12&min=0&sec=0&p1=240&p2=33&p3=37&p4=179&p5=195 -------------- next part -------------- An HTML attachment was scrubbed... URL: From rth.yurchak at gmail.com Wed Nov 13 17:32:39 2019 From: rth.yurchak at gmail.com (Roman Yurchak) Date: Wed, 13 Nov 2019 23:32:39 +0100 Subject: [scikit-learn] Monthly meetings In-Reply-To: <5cd5533f-8ef8-c888-2894-dd9f49daf50b@gmail.com> References: <5cd5533f-8ef8-c888-2894-dd9f49daf50b@gmail.com> Message-ID: <23f6f2c8-a53d-7fb1-0889-6b9d98d35339@gmail.com> Thanks for the reminder! Is there a way to put these periodic meetings in a calendar (either in some shared calendar or as calendar invitations for people who are likely to participate/were there last time) ? Cheers, Roman On 13/11/2019 23:14, Nicolas Hug wrote: > Hey everyone, > > The next monthly meeting is on Monday! > > As usual, please be nice to the NYC people and *update your project > notes before Friday* it'll be 7am for us :) > > > Cheers, > > Nicolas > > > https://github.com/scikit-learn/scikit-learn/projects/15 > > > https://appear.in/amueller > > > > https://www.timeanddate.com/worldclock/meetingdetails.html?year=2019&month=11&day=18&hour=12&min=0&sec=0&p1=240&p2=33&p3=37&p4=179&p5=195 > > > > > _______________________________________________ > scikit-learn mailing list > scikit-learn at python.org > https://mail.python.org/mailman/listinfo/scikit-learn > From niourf at gmail.com Wed Nov 13 17:53:11 2019 From: niourf at gmail.com (Nicolas Hug) Date: Wed, 13 Nov 2019 17:53:11 -0500 Subject: [scikit-learn] Monthly meetings In-Reply-To: <23f6f2c8-a53d-7fb1-0889-6b9d98d35339@gmail.com> References: <5cd5533f-8ef8-c888-2894-dd9f49daf50b@gmail.com> <23f6f2c8-a53d-7fb1-0889-6b9d98d35339@gmail.com> Message-ID: <8c1effdb-91c3-c54d-6b01-359bab26e148@gmail.com> I've been sending google calendar invites from the start, you're in with your pm.me address. I'll add your gmail one ;) On 11/13/19 5:32 PM, Roman Yurchak wrote: > Thanks for the reminder! > > Is there a way to put these periodic meetings in a calendar (either in > some shared calendar or as calendar invitations for people who are > likely to participate/were there last time) ? > > Cheers, > > Roman > On 13/11/2019 23:14, Nicolas Hug wrote: >> Hey everyone, >> >> The next monthly meeting is on Monday! >> >> As usual, please be nice to the NYC people and *update your project >> notes before Friday* it'll be 7am for us :) >> >> >> Cheers, >> >> Nicolas >> >> >> https://github.com/scikit-learn/scikit-learn/projects/15 >> >> >> https://appear.in/amueller >> >> >> >> https://www.timeanddate.com/worldclock/meetingdetails.html?year=2019&month=11&day=18&hour=12&min=0&sec=0&p1=240&p2=33&p3=37&p4=179&p5=195 >> >> >> >> >> >> _______________________________________________ >> 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 From lisa.wess77 at gmail.com Thu Nov 14 08:14:04 2019 From: lisa.wess77 at gmail.com (Lisa Wess) Date: Thu, 14 Nov 2019 18:14:04 +0500 Subject: [scikit-learn] Monthly meetings In-Reply-To: <8c1effdb-91c3-c54d-6b01-359bab26e148@gmail.com> References: <5cd5533f-8ef8-c888-2894-dd9f49daf50b@gmail.com> <23f6f2c8-a53d-7fb1-0889-6b9d98d35339@gmail.com> <8c1effdb-91c3-c54d-6b01-359bab26e148@gmail.com> Message-ID: I want to post my article on your blog Please let me know the procedure On Thu, Nov 14, 2019, 3:58 AM Nicolas Hug wrote: > I've been sending google calendar invites from the start, you're in with > your pm.me address. > > I'll add your gmail one ;) > > > > On 11/13/19 5:32 PM, Roman Yurchak wrote: > > Thanks for the reminder! > > > > Is there a way to put these periodic meetings in a calendar (either in > > some shared calendar or as calendar invitations for people who are > > likely to participate/were there last time) ? > > > > Cheers, > > > > Roman > > On 13/11/2019 23:14, Nicolas Hug wrote: > >> Hey everyone, > >> > >> The next monthly meeting is on Monday! > >> > >> As usual, please be nice to the NYC people and *update your project > >> notes before Friday* it'll be 7am for us :) > >> > >> > >> Cheers, > >> > >> Nicolas > >> > >> > >> https://github.com/scikit-learn/scikit-learn/projects/15 > >> < > https://www.google.com/url?q=https://github.com/scikit-learn/scikit-learn/projects/15&sa=D&ust=1569248921932000&usg=AOvVaw0mv4SPS00zPOz2HIzLKy1o > > > >> > >> https://appear.in/amueller > >> < > https://www.google.com/url?q=https://appear.in/amueller&sa=D&ust=1569248921932000&usg=AOvVaw2YzZNavzQWVTX9wXs586Hw> > > >> > >> > >> > https://www.timeanddate.com/worldclock/meetingdetails.html?year=2019&month=11&day=18&hour=12&min=0&sec=0&p1=240&p2=33&p3=37&p4=179&p5=195 > >> > >> > >> > >> > >> > >> _______________________________________________ > >> 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 > _______________________________________________ > 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: From marmochiaskl at gmail.com Thu Nov 14 15:51:33 2019 From: marmochiaskl at gmail.com (Chiara Marmo) Date: Thu, 14 Nov 2019 21:51:33 +0100 Subject: [scikit-learn] Ten years of scikit-learn Message-ID: Hello, do you know that, according to wikipedia ( https://en.wikipedia.org/wiki/Scikit-learn) and scikit-learn website ( https://scikit-learn.org/dev/about.html#history) the first release of scikit-learn will date back to ten years on February 1st 2020? What about organizing a "Decade Sprint" around this date? Just let me know... :) Chiara -------------- next part -------------- An HTML attachment was scrubbed... URL: From niourf at gmail.com Fri Nov 15 11:25:39 2019 From: niourf at gmail.com (Nicolas Hug) Date: Fri, 15 Nov 2019 11:25:39 -0500 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> <20191105114432.2opswuwjttvykxdi@phare.normalesup.org> Message-ID: What's the status of this? Would be great to have it for the 0.22 release :) ! On 11/5/19 8:24 AM, Chiara Marmo wrote: > I'm 100% on re-purposing: people already follows the scikit_learn account. > I'm not sure an account with commits will be really necessary... > developers watch the github repo... > Anyway, IMHO, the important thing is to keep the already active > account for announcements. > > Chiara > > On Tue, Nov 5, 2019 at 12:46 PM Gael Varoquaux > > > wrote: > > On Mon, Nov 04, 2019 at 10:14:26PM -0700, Andreas Mueller wrote: > > Should we re-purpose the existing twitter account or make a new one? > > https://twitter.com/scikit_learn > > I think that we should repurpose it: > > - Make a "scikit-learn-commits" twitter account that does what the > ? current one does > - Use the current one. > > G > > > We do have 6k followers already! > > > _______________________________________________ > 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: From olivier.grisel at ensta.org Fri Nov 15 12:46:39 2019 From: olivier.grisel at ensta.org (Olivier Grisel) Date: Fri, 15 Nov 2019 18:46:39 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <20191105114432.2opswuwjttvykxdi@phare.normalesup.org> References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> <20191105114432.2opswuwjttvykxdi@phare.normalesup.org> Message-ID: Le mar. 5 nov. 2019 ? 12:46, Gael Varoquaux a ?crit : > > On Mon, Nov 04, 2019 at 10:14:26PM -0700, Andreas Mueller wrote: > > Should we re-purpose the existing twitter account or make a new one? > > https://twitter.com/scikit_learn > > I think that we should repurpose it: > > - Make a "scikit-learn-commits" twitter account that does what the > current one does > - Use the current one. +1 -- Olivier http://twitter.com/ogrisel - http://github.com/ogrisel From olivier.grisel at ensta.org Fri Nov 15 12:48:05 2019 From: olivier.grisel at ensta.org (Olivier Grisel) Date: Fri, 15 Nov 2019 18:48:05 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> <20191105114432.2opswuwjttvykxdi@phare.normalesup.org> Message-ID: Le ven. 15 nov. 2019 ? 17:31, Nicolas Hug a ?crit : > > What's the status of this? Would be great to have it for the 0.22 release :) ! > +1 and we could also announce / thank / RT new sources of funding (CZI and Fujitsu). From olivier.grisel at ensta.org Fri Nov 15 12:55:58 2019 From: olivier.grisel at ensta.org (Olivier Grisel) Date: Fri, 15 Nov 2019 18:55:58 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> <20191105114432.2opswuwjttvykxdi@phare.normalesup.org> Message-ID: I am not sure who has the rights to manage the twitter account. I just sent a password reset request to "sc**********@a********.********.***" I suspect that this is Andreas but I am not so sure. From alexandre.gramfort at inria.fr Sat Nov 16 02:47:31 2019 From: alexandre.gramfort at inria.fr (Alexandre Gramfort) Date: Sat, 16 Nov 2019 08:47:31 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <41aa541d-f27a-b796-83c9-df05782a6ee5@gmail.com> <20191104124045.pol6j4kmw6u5pvgl@phare.normalesup.org> <20191105114432.2opswuwjttvykxdi@phare.normalesup.org> Message-ID: hi, it's me. I own the scikit-learn twitter account. Shall I transfer it to you ogrisel? Alex On Fri, Nov 15, 2019 at 6:58 PM Olivier Grisel wrote: > I am not sure who has the rights to manage the twitter account. I just > sent a password reset request to "sc**********@a********.********.***" > I suspect that this is Andreas but I am not so sure. > _______________________________________________ > 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: From tom.augspurger88 at gmail.com Sat Nov 16 09:03:53 2019 From: tom.augspurger88 at gmail.com (Tom Augspurger) Date: Sat, 16 Nov 2019 08:03:53 -0600 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: Message-ID: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> If you want multiple people to have access, you can use tweetdeck.twitter.com to delegate access without sharing credentials. Just need their regular twitter handle. > On Nov 16, 2019, at 01:50, Alexandre Gramfort wrote: > > ? > hi, > > it's me. I own the scikit-learn twitter account. Shall I transfer it to you > ogrisel? > > Alex > > >> On Fri, Nov 15, 2019 at 6:58 PM Olivier Grisel wrote: >> I am not sure who has the rights to manage the twitter account. I just >> sent a password reset request to "sc**********@a********.********.***" >> I suspect that this is Andreas but I am not so sure. >> _______________________________________________ >> 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 -------------- next part -------------- An HTML attachment was scrubbed... URL: From malik.yousef at gmail.com Tue Nov 19 04:06:44 2019 From: malik.yousef at gmail.com (Malik Yousef) Date: Tue, 19 Nov 2019 11:06:44 +0200 Subject: [scikit-learn] SVM-RFE Message-ID: Hello, Let's assume that I have data with 1000 features. I want to apply SVM-RFE on this data where each time 10% for the features are removed. How one can get the accuracy overall the levels of the elimination stages. For example, I want to get performance over 1000 features, 900 features, 800 features,....,2 features, 1 feature. Also, I want to keep track of the features in each level. [image: image.png] Best --------------------------------------------------------------------------------------- *Prof. Malik Yousef (Associate Professor) * *The Head of the** Galilee Digital Health Research Center (GDH)* *Zefat Academic College , Department of Information System * Home Page: https://malikyousef.com/ Google Scholar Profile : https://scholar.google.com/citations?user=9UCZ_q4AAAAJ&hl=en&oi=ao ---------------------------------------------------------------------------------------------------- -------------- next part -------------- An HTML attachment was scrubbed... URL: -------------- next part -------------- A non-text attachment was scrubbed... Name: image.png Type: image/png Size: 13236 bytes Desc: not available URL: From jbbrown at kuhp.kyoto-u.ac.jp Wed Nov 20 00:24:40 2019 From: jbbrown at kuhp.kyoto-u.ac.jp (Brown J.B.) Date: Wed, 20 Nov 2019 14:24:40 +0900 Subject: [scikit-learn] SVM-RFE In-Reply-To: References: Message-ID: Dear Malik, Your request to do performance checking of the steps of SVM-RFE is a pretty common task. Since the contributors to scikit-learn have done great to make the interface to RFE easy to use, the only real work required from you would be to build a small wrapper function that: (a) computes the step sizes you want to output prediction performances for, and (b) loops over the step sizes, making each step size the n_features attribute of RFE (and built from the remaining features), making predictions from a SVM retrained (and possibly optimized) on the reduced feature set, and then outputting your metric(s) appropriate to your problem. Tracing the feature weights is then done by accessing the "coef_" attribute of the linear SVM trained. This can be output in loop step (b) as well. where each time 10% for the features are removed. > How one can get the accuracy overall the levels of the elimination stages. > For example, I want to get performance over 1000 features, 900 features, > 800 features,....,2 features, 1 feature. > Just a technicality, but by 10% reduction you would have 1000, 900, 810, 729, 656, ... . Either way, if you allow your wrapper function to take a pre-computed list of feature sizes, you can flexibly change between a systematic way or a context-informed way of specifying feature sizes (and resulting weights) to trace. Hope this helps. J.B. Brown Kyoto University Graduate School of Medicine -------------- next part -------------- An HTML attachment was scrubbed... URL: From adrin.jalali at gmail.com Thu Nov 21 07:33:10 2019 From: adrin.jalali at gmail.com (Adrin) Date: Thu, 21 Nov 2019 13:33:10 +0100 Subject: [scikit-learn] ANN: Release Candidate for Scikit-learn 0.22 Message-ID: Hello everybody! A new release candidate is out, and PyPI now has source and binary releases for Scikit-learn 0.22rc2.post1. * Documentation at https://scikit-learn.org/0.22 (with a new web design) * Release Notes at https://scikit-learn.org/0.22/whats_new * Download source or wheels at https://pypi.org/project/scikit-learn/0.22rc2.post1/ or install via `pip install --upgrade --pre scikit-learn` We will have another release candidate soon with Python 3.8 wheels included. You can see the release highlights here: https://scikit-learn.org/0.22/auto_examples/release_highlights/plot_release_highlights_0_22_0.html and it includes: * A new plotting API: https://scikit-learn.org/0.22/visualizations.html#visualizations * Stacking clsasifier and regressor: https://scikit-learn.org/0.22/modules/ensemble.html#stacking * Permutation based feature importance: https://scikit-learn.org/0.22/modules/permutation_importance.html#permutation-importance * Native support for missing values for gradient boosting: https://scikit-learn.org/0.22/modules/ensemble.html#missing-values-support * ... There are many other enhancements and fixes listed in the release notes. Please note that if you're building from source, now you have Cython and scipy as new build dependencies. Happy Learning! >From the Scikit-learn core dev team. -------------- next part -------------- An HTML attachment was scrubbed... URL: From olivier.grisel at ensta.org Fri Nov 22 10:57:50 2019 From: olivier.grisel at ensta.org (Olivier Grisel) Date: Fri, 22 Nov 2019 16:57:50 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> References: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> Message-ID: Thanks Tom, let me try to configure this. -- Olivier From olivier.grisel at ensta.org Fri Nov 22 11:17:25 2019 From: olivier.grisel at ensta.org (Olivier Grisel) Date: Fri, 22 Nov 2019 17:17:25 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> Message-ID: Ok, I have sent some invites. I would like to create @sklearn_commits instead of @scikit_learn_commits that is too long to my taste. Any opinion? -- Olivier From gael.varoquaux at normalesup.org Fri Nov 22 11:22:39 2019 From: gael.varoquaux at normalesup.org (Gael Varoquaux) Date: Fri, 22 Nov 2019 11:22:39 -0500 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> Message-ID: <20191122162239.k5rlri4qrpjvfma3@phare.normalesup.org> > I would like to create @sklearn_commits instead of > @scikit_learn_commits that is too long to my taste. Any opinion? Some people do not make the link between "sklearn" and "scikit-learn" :) We can address that in the name / bio, though. Ga?l From olivier.grisel at ensta.org Fri Nov 22 11:29:05 2019 From: olivier.grisel at ensta.org (Olivier Grisel) Date: Fri, 22 Nov 2019 17:29:05 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <20191122162239.k5rlri4qrpjvfma3@phare.normalesup.org> References: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> <20191122162239.k5rlri4qrpjvfma3@phare.normalesup.org> Message-ID: Le ven. 22 nov. 2019 ? 17:24, Gael Varoquaux a ?crit : > > > I would like to create @sklearn_commits instead of > > @scikit_learn_commits that is too long to my taste. Any opinion? > > Some people do not make the link between "sklearn" and "scikit-learn" :) People who are likely to follow a twitter account that automatically tweet github commits from the scikit-learn github repo are likely to know about "sklearn". And as you said the bio / full name can be more explicit. The main twitter account with general announcements stays @scikit_learn. -- Olivier http://twitter.com/ogrisel - http://github.com/ogrisel From niourf at gmail.com Fri Nov 22 11:32:01 2019 From: niourf at gmail.com (Nicolas Hug) Date: Fri, 22 Nov 2019 11:32:01 -0500 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> <20191122162239.k5rlri4qrpjvfma3@phare.normalesup.org> Message-ID: I agree @sklearn_commits should be OK, especially with name + bio + logo Funnily enough I have had the opposite experience: some people I talk to know sklearn, but not scikit-learn On 11/22/19 11:29 AM, Olivier Grisel wrote: > Le ven. 22 nov. 2019 ? 17:24, Gael Varoquaux > a ?crit : >>> I would like to create @sklearn_commits instead of >>> @scikit_learn_commits that is too long to my taste. Any opinion? >> Some people do not make the link between "sklearn" and "scikit-learn" :) > People who are likely to follow a twitter account that automatically > tweet github commits from the scikit-learn github repo are likely to > know about "sklearn". And as you said the bio / full name can be more > explicit. > > The main twitter account with general announcements stays @scikit_learn. > From solegalli1 at gmail.com Fri Nov 22 11:47:53 2019 From: solegalli1 at gmail.com (Sole Galli) Date: Fri, 22 Nov 2019 17:47:53 +0100 Subject: [scikit-learn] PolynomialFeatures Message-ID: Hello team, Can I double check with you that I understand correctly what the PolynomialFeatures() is doing under the hood? If I set it like this: poly = PolynomialFeatures(degree=3, interaction_only=False, include_bias=False) and I fit it on a dataset with 3 variables, a,b and c. Am I correct to say that the fit() method creates all possible combinations like this: a; b; c; (a+b)^2 (a+b)^3 (a+c)^2 (a+c)^3 (c+b)^2 (c+b)^3 (a+b+c)^2 (a+b+c)^3 And the transform() generates the expansion, without the constant that multiplies the interactions and avoiding duplicated terms after the expansion? Thanks for the help. Kind regards Sole -------------- next part -------------- An HTML attachment was scrubbed... URL: From t3kcit at gmail.com Fri Nov 22 12:08:16 2019 From: t3kcit at gmail.com (Andreas Mueller) Date: Fri, 22 Nov 2019 12:08:16 -0500 Subject: [scikit-learn] SVM-RFE In-Reply-To: References: Message-ID: I think you can also use RFECV directly without doing any wrapping. On 11/20/19 12:24 AM, Brown J.B. via scikit-learn wrote: > Dear Malik, > > Your request to do performance checking of the steps of SVM-RFE is a > pretty common task. > > Since the contributors to scikit-learn have done great to make the > interface to RFE easy to use, the only real work required from you > would be to build a small wrapper function that: > (a) computes the step sizes you want to output prediction performances > for, and > (b) loops over the step sizes, making each step size the n_features > attribute of RFE (and built from the remaining features), making > predictions from a SVM retrained (and possibly optimized) on the > reduced feature set, and then outputting your metric(s) appropriate to > your problem. > > Tracing the feature weights is then done by accessing the "coef_" > attribute of the linear SVM trained. > This can be output in loop step (b) as well. > > where each time 10% for the features are removed. > How one can get the accuracy overall the levels of the elimination > stages. For example, I want to get performance over 1000 features, > 900 features, 800 features,....,2 features, 1 feature. > > > Just a technicality, but by 10% reduction you would have > 1000, 900, 810, 729, 656, ... . > Either way, if you allow your wrapper function to take a pre-computed > list of feature sizes, you can flexibly change between a systematic > way or a context-informed way of specifying feature sizes (and > resulting weights) to trace. > > Hope this helps. > > J.B. Brown > Kyoto University Graduate School of Medicine > > > _______________________________________________ > 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: From michael.eickenberg at gmail.com Sat Nov 23 21:35:39 2019 From: michael.eickenberg at gmail.com (Michael Eickenberg) Date: Sat, 23 Nov 2019 18:35:39 -0800 Subject: [scikit-learn] PolynomialFeatures In-Reply-To: References: Message-ID: I think it might generate a basis that is capable of generating what you describe above, but feature expansion concretely reads as 1, a, b, c, a ** 2, ab, ac, b ** 2, bc, c ** 2, a ** 3, a ** 2 * b, a ** 2 * c, a* b ** 2, abc, a*c**2, b**3, b**2 * c, b*c**2, c**3 Hope this helps On Fri, Nov 22, 2019 at 8:50 AM Sole Galli wrote: > Hello team, > > Can I double check with you that I understand correctly what the > PolynomialFeatures() is doing under the hood? > > If I set it like this: > > poly = PolynomialFeatures(degree=3, interaction_only=False, > include_bias=False) > > and I fit it on a dataset with 3 variables, a,b and c. > > Am I correct to say that the fit() method creates all possible > combinations like this: > a; > b; > c; > (a+b)^2 > (a+b)^3 > (a+c)^2 > (a+c)^3 > (c+b)^2 > (c+b)^3 > (a+b+c)^2 > (a+b+c)^3 > > And the transform() generates the expansion, without the constant that > multiplies the interactions and avoiding duplicated terms after the > expansion? > > Thanks for the help. > > Kind regards > > Sole > > _______________________________________________ > 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: From solegalli1 at gmail.com Mon Nov 25 05:12:06 2019 From: solegalli1 at gmail.com (Sole Galli) Date: Mon, 25 Nov 2019 11:12:06 +0100 Subject: [scikit-learn] PolynomialFeatures In-Reply-To: References: Message-ID: Hi Michael, Nicolas, Thank you both, that is very helpful! Best wishes Sole On Sun, 24 Nov 2019 at 03:37, Michael Eickenberg < michael.eickenberg at gmail.com> wrote: > I think it might generate a basis that is capable of generating what you > describe above, but feature expansion concretely reads as > > 1, a, b, c, a ** 2, ab, ac, b ** 2, bc, c ** 2, a ** 3, a ** 2 * b, a ** 2 > * c, a* b ** 2, abc, a*c**2, b**3, b**2 * c, b*c**2, c**3 > > Hope this helps > > On Fri, Nov 22, 2019 at 8:50 AM Sole Galli wrote: > >> Hello team, >> >> Can I double check with you that I understand correctly what the >> PolynomialFeatures() is doing under the hood? >> >> If I set it like this: >> >> poly = PolynomialFeatures(degree=3, interaction_only=False, >> include_bias=False) >> >> and I fit it on a dataset with 3 variables, a,b and c. >> >> Am I correct to say that the fit() method creates all possible >> combinations like this: >> a; >> b; >> c; >> (a+b)^2 >> (a+b)^3 >> (a+c)^2 >> (a+c)^3 >> (c+b)^2 >> (c+b)^3 >> (a+b+c)^2 >> (a+b+c)^3 >> >> And the transform() generates the expansion, without the constant that >> multiplies the interactions and avoiding duplicated terms after the >> expansion? >> >> Thanks for the help. >> >> Kind regards >> >> Sole >> >> _______________________________________________ >> 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 > -------------- next part -------------- An HTML attachment was scrubbed... URL: From jbbrown at kuhp.kyoto-u.ac.jp Mon Nov 25 06:34:39 2019 From: jbbrown at kuhp.kyoto-u.ac.jp (Brown J.B.) Date: Mon, 25 Nov 2019 20:34:39 +0900 Subject: [scikit-learn] SVM-RFE In-Reply-To: References: Message-ID: 2019?11?23?(?) 2:12 Andreas Mueller : > I think you can also use RFECV directly without doing any wrapping. > > Your request to do performance checking of the steps of SVM-RFE is a > pretty common task. > > Yes, RFECV works well (and I should know as an appreciative long-time user ;-) ), but does it actually provide a mechanism (accessors) for tracing the step by step feature weights and predictive ability as the features are continually reduced? (Or perhaps it's because I'm looking at 0.20.1 and 0.21.2 documentation...?) J.B. -------------- next part -------------- An HTML attachment was scrubbed... URL: From malik.yousef at gmail.com Mon Nov 25 10:50:32 2019 From: malik.yousef at gmail.com (Malik Yousef) Date: Mon, 25 Nov 2019 17:50:32 +0200 Subject: [scikit-learn] SVM-RFE In-Reply-To: References: Message-ID: It does not provide access for tracing the step by step feature weights and predictive ability- The user provides the n_feature. Malik --------------------------------------------------------------------------------------- *Prof. Malik Yousef (Associate Professor) * *The Head of the** Galilee Digital Health Research Center (GDH)* *Zefat Academic College , Department of Information System * Home Page: https://malikyousef.com/ Google Scholar Profile : https://scholar.google.com/citations?user=9UCZ_q4AAAAJ&hl=en&oi=ao ---------------------------------------------------------------------------------------------------- On Mon, Nov 25, 2019 at 1:36 PM Brown J.B. via scikit-learn < scikit-learn at python.org> wrote: > > 2019?11?23?(?) 2:12 Andreas Mueller : > >> I think you can also use RFECV directly without doing any wrapping. >> >> Your request to do performance checking of the steps of SVM-RFE is a >> pretty common task. >> >> > Yes, RFECV works well (and I should know as an appreciative long-time user > ;-) ), but does it actually provide a mechanism (accessors) for tracing > the step by step feature weights and predictive ability as the features are > continually reduced? > (Or perhaps it's because I'm looking at 0.20.1 and 0.21.2 > documentation...?) > > J.B. > _______________________________________________ > 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: From olivier.grisel at ensta.org Mon Nov 25 12:23:47 2019 From: olivier.grisel at ensta.org (Olivier Grisel) Date: Mon, 25 Nov 2019 18:23:47 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> <20191122162239.k5rlri4qrpjvfma3@phare.normalesup.org> Message-ID: I have created the https://twitter.com/sklearn_commits twitter account. I have applied to make this account a "Twitter Developer" account to be able to use https://github.com/filearts/tweethook to register it as a webhook for the main scikit-learn github repo. Once ready, I will remove the old webhook currently registered on @scikit_learn account and would like to tweet about the transfer as drafted here: https://hackmd.io/@4rHCRgfySZSdd5eMtfUJiA/H1CSpuF2S/edit Please feel free to let me know if you have any comment / suggestion about this plan. -- Olivier From tevang3 at gmail.com Wed Nov 27 11:58:45 2019 From: tevang3 at gmail.com (Thomas Evangelidis) Date: Wed, 27 Nov 2019 17:58:45 +0100 Subject: [scikit-learn] Maximum Mutual Information value for continuous variables Message-ID: Greetings, I am thinking of alternative ways of removing the invariant scalar features from my feature vectors before training MLPs. So far I tried removing columns with 0-variance and columns with Pearson's R=1.0 or R=-1.0. If I remove columns with |R|<1.0 the performance drops. However, R measures the linear correlation. Now I am thinking to try removing columns with high Mutual Information, but first I need to normalize it. I found in the documentation under "Univariate Feature Selection" the function "mutual_info_regression". https://scikit-learn.org/stable/modules/feature_selection.html#univariate-feature-selection I used this function to measure the correlation between columns (features) but sometimes returns values >1.0. On the other hand, there is also this function https://scikit-learn.org/stable/modules/generated/sklearn.metrics.adjusted_mutual_info_score.html#sklearn.metrics.adjusted_mutual_info_score which is upper limited to 1.0 but it is for categorical data (clusters). So my question is, is there a way to computer normalized Mutual Information for continuous variables, too? Thanks in advance for any advice. Thomas -- ====================================================================== Dr. Thomas Evangelidis Research Scientist IOCB - Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences , Prague, Czech Republic & CEITEC - Central European Institute of Technology , Brno, Czech Republic email: tevang3 at gmail.com, Twitter: tevangelidis , LinkedIn: Thomas Evangelidis website: https://sites.google.com/site/thomasevangelidishomepage/ -------------- next part -------------- An HTML attachment was scrubbed... URL: From adrin.jalali at gmail.com Thu Nov 28 11:27:28 2019 From: adrin.jalali at gmail.com (Adrin) Date: Thu, 28 Nov 2019 17:27:28 +0100 Subject: [scikit-learn] ANN: scikit-learn 0.22rc3, supporting Python=3.8 Message-ID: Hi everybody, We just released 0.22rc3 which includes python=3.8 wheels which builds on top of 0.22rc2 and has a few issues fixed. We will be releasing 0.22.0 final early next week, and more than happy to have you all test the release candidate. Happy testing, Adrin, on behalf of the scikit-learn maintainer team. -------------- next part -------------- An HTML attachment was scrubbed... URL: From niourf at gmail.com Sat Nov 30 17:33:18 2019 From: niourf at gmail.com (Nicolas Hug) Date: Sat, 30 Nov 2019 17:33:18 -0500 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: References: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> <20191122162239.k5rlri4qrpjvfma3@phare.normalesup.org> Message-ID: <45705fd4-994c-5b0b-63dd-ebed45c4549a@gmail.com> Adrin also proposed > Hi there. We've repurposed this account and it will be used for > scikit-learn related announcements. To follow day to day progress on > the repo, please follow @sklearn_commits. Both are fine with me. For maximum reach, maybe we could: 1. tweet the release announcement from @scikit-learn 2. directly answer with the tweet indicating that we are re-purposing the account 3. have everyone retweet the first tweet Nicolas On 11/25/19 12:23 PM, Olivier Grisel wrote: > I have created the https://twitter.com/sklearn_commits twitter account. > > I have applied to make this account a "Twitter Developer" account to > be able to use https://github.com/filearts/tweethook to register it as > a webhook for the main scikit-learn github repo. > > Once ready, I will remove the old webhook currently registered on > @scikit_learn account and would like to tweet about the transfer as > drafted here: > > https://hackmd.io/@4rHCRgfySZSdd5eMtfUJiA/H1CSpuF2S/edit > > Please feel free to let me know if you have any comment / suggestion > about this plan. > -------------- next part -------------- An HTML attachment was scrubbed... URL: From gael.varoquaux at normalesup.org Sat Nov 30 22:19:48 2019 From: gael.varoquaux at normalesup.org (Gael Varoquaux) Date: Sun, 1 Dec 2019 04:19:48 +0100 Subject: [scikit-learn] scikit-learn twitter account In-Reply-To: <45705fd4-994c-5b0b-63dd-ebed45c4549a@gmail.com> References: <1843A3F8-A6B1-4D6D-A5A4-6A2342A0D770@gmail.com> <20191122162239.k5rlri4qrpjvfma3@phare.normalesup.org> <45705fd4-994c-5b0b-63dd-ebed45c4549a@gmail.com> Message-ID: <20191201031948.ziplxkoof2fxwo7w@phare.normalesup.org> Sounds good! As a side note, I hope that the scikit-learn twitter account can be something where we "ask for forgiveness rather than permission": the consequences of getting something wrong are lighter than when incorporating code in the library. Hopefully, this should enables us to keep the twitter account active while minimizing the amount of time spent on it. My 2 cents, Ga?l On Sat, Nov 30, 2019 at 05:33:18PM -0500, Nicolas Hug wrote: > Adrin also proposed > Hi there. We've repurposed this account and it will be used for > scikit-learn related announcements. To follow day to day progress on the > repo, please follow @sklearn_commits. > Both are fine with me. > For maximum reach, maybe we could: > 1. tweet the release announcement from @scikit-learn > 2. directly answer with the tweet indicating that we are re-purposing the > account > 3. have everyone retweet the first tweet > Nicolas > On 11/25/19 12:23 PM, Olivier Grisel wrote: > I have created the https://twitter.com/sklearn_commits twitter account. > I have applied to make this account a "Twitter Developer" account to > be able to use https://github.com/filearts/tweethook to register it as > a webhook for the main scikit-learn github repo. > Once ready, I will remove the old webhook currently registered on > @scikit_learn account and would like to tweet about the transfer as > drafted here: > https://hackmd.io/@4rHCRgfySZSdd5eMtfUJiA/H1CSpuF2S/edit > Please feel free to let me know if you have any comment / suggestion > about this plan. > _______________________________________________ > scikit-learn mailing list > scikit-learn at python.org > https://mail.python.org/mailman/listinfo/scikit-learn -- Gael Varoquaux Research Director, INRIA Visiting professor, McGill http://gael-varoquaux.info http://twitter.com/GaelVaroquaux