Hello, i want to ask if exist some Multiple Instance Learning framework done in
scikit-learn
Thanks
> From: scikit-learn-general-requ...@lists.sourceforge.net
> Subject: Scikit-learn-general Digest, Vol 74, Issue 4
> To: scikit-learn-general@lists.sourceforge.net
> Date: Wed, 2 Mar 2016 20:38:33 +0000
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> Today's Topics:
>
> 1. Re: GSoC Project Proposal: Reinforcement Learning Module
> (Nadim Farhat)
> 2. Re: GSoC Project Proposal: Reinforcement Learning Module
> (Gael Varoquaux)
> 3. Re: GSoC Project Proposal: Reinforcement Learning Module
> (Sebastian Raschka)
> 4. Re: circle ci access and setup (Kyle Kastner)
>
>
> ----------------------------------------------------------------------
>
> Message: 1
> Date: Wed, 02 Mar 2016 20:02:08 +0000
> From: Nadim Farhat <nadim.far...@gmail.com>
> Subject: Re: [Scikit-learn-general] GSoC Project Proposal:
> Reinforcement Learning Module
> To: scikit-learn-general@lists.sourceforge.net
> Message-ID:
> <cade9-wfeqrex-snlxmhho5ecv5at-oskeh1_gp4ayepuvbu...@mail.gmail.com>
> Content-Type: text/plain; charset="utf-8"
>
> I was just thinking the same but , how about just making pipelines to
> Theano , TensorFlow ?
>
> On Wed, Mar 2, 2016 at 3:00 PM Sebastian Raschka <se.rasc...@gmail.com>
> wrote:
>
> > I am not a core developer and thus really can?t comment about the scope of
> > scikit-learn here :P. But I am a curious about how to implement it in
> > scikit-learn efficiently. I think an implementation based on Theano or
> > TensorFlow may be a better place for such a module (maybe skflow, which has
> > a scikit-like API https://github.com/tensorflow/skflow?)
> >
> > > On Mar 2, 2016, at 2:21 PM, Micha? Koziarski <michalkoziar...@gmail.com>
> > wrote:
> > >
> > > Hello everyone,
> > >
> > > As far as I can tell, except PyBrain (which doesn't seem to be actively
> > developed) there are no reinforcement learning libraries in Python. I was
> > wondering if community would be interested in using one and making it a
> > part of scikit-learn. Does it lie within the scope of the project?
> > >
> > > Very raw idea is, as follows:
> > > - to design common interface, similar to what is used in other parts of
> > scikit-sklearn;
> > > - to implement established RL algorithms, reliant heavily on estimators
> > available in scikit-learn;
> > > - and to prepare practical examples of what RL can be used for, to both
> > supplement documentation and encourage people not yet familiar with RL to
> > experiment with it in their own projects.
> > >
> > > Once again, I would mostly like to know whether it event lies within the
> > scope of the project, or if it just won't be added because of project
> > philosophy. Other than that, I would obviously appreciate any feedback.
> > >
> > > About me: I am a last master's CS student. My research interests involve
> > machine learning in general and reinforcement learning in particular; this
> > year I hope to start my PhD on the latter. My master's thesis revolves
> > around transfer learning in RL. I have experience with programming in
> > industry and on large projects.
> > >
> > > Cheers,
> > > Micha?
> > >
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> Message: 2
> Date: Wed, 2 Mar 2016 21:06:39 +0100
> From: Gael Varoquaux <gael.varoqu...@normalesup.org>
> Subject: Re: [Scikit-learn-general] GSoC Project Proposal:
> Reinforcement Learning Module
> To: scikit-learn-general@lists.sourceforge.net
> Message-ID: <20160302200639.gd2284...@phare.normalesup.org>
> Content-Type: text/plain; charset=iso-8859-1
>
> On Wed, Mar 02, 2016 at 11:34:17AM -0800, Jacob Schreiber wrote:
> > Reinforcement learning is an exciting field of machine learning, and you're
> > right that it seems underrepresented in Python. However, I don't think that
> > it
> > falls within the strict scope of the scikit-learn API.?
>
> Indeed. There's room for a RL high-quality Python learning package.
>
> Ga?l
>
>
>
> ------------------------------
>
> Message: 3
> Date: Wed, 2 Mar 2016 15:29:18 -0500
> From: Sebastian Raschka <se.rasc...@gmail.com>
> Subject: Re: [Scikit-learn-general] GSoC Project Proposal:
> Reinforcement Learning Module
> To: scikit-learn-general@lists.sourceforge.net
> Message-ID: <629e88ba-d6e2-4ce5-a0dd-e84c2f5c3...@gmail.com>
> Content-Type: text/plain; charset=utf-8
>
> You mean a scikit-like interface to Theano/Tensorflow? That?s actually what
> skflow intends to do.
>
> > On Mar 2, 2016, at 3:02 PM, Nadim Farhat <nadim.far...@gmail.com> wrote:
> >
> > I was just thinking the same but , how about just making pipelines to
> > Theano , TensorFlow ?
> >
> > On Wed, Mar 2, 2016 at 3:00 PM Sebastian Raschka <se.rasc...@gmail.com>
> > wrote:
> > I am not a core developer and thus really can?t comment about the scope of
> > scikit-learn here :P. But I am a curious about how to implement it in
> > scikit-learn efficiently. I think an implementation based on Theano or
> > TensorFlow may be a better place for such a module (maybe skflow, which has
> > a scikit-like API https://github.com/tensorflow/skflow?)
> >
> > > On Mar 2, 2016, at 2:21 PM, Micha? Koziarski <michalkoziar...@gmail.com>
> > > wrote:
> > >
> > > Hello everyone,
> > >
> > > As far as I can tell, except PyBrain (which doesn't seem to be actively
> > > developed) there are no reinforcement learning libraries in Python. I was
> > > wondering if community would be interested in using one and making it a
> > > part of scikit-learn. Does it lie within the scope of the project?
> > >
> > > Very raw idea is, as follows:
> > > - to design common interface, similar to what is used in other parts of
> > > scikit-sklearn;
> > > - to implement established RL algorithms, reliant heavily on estimators
> > > available in scikit-learn;
> > > - and to prepare practical examples of what RL can be used for, to both
> > > supplement documentation and encourage people not yet familiar with RL to
> > > experiment with it in their own projects.
> > >
> > > Once again, I would mostly like to know whether it event lies within the
> > > scope of the project, or if it just won't be added because of project
> > > philosophy. Other than that, I would obviously appreciate any feedback.
> > >
> > > About me: I am a last master's CS student. My research interests involve
> > > machine learning in general and reinforcement learning in particular;
> > > this year I hope to start my PhD on the latter. My master's thesis
> > > revolves around transfer learning in RL. I have experience with
> > > programming in industry and on large projects.
> > >
> > > Cheers,
> > > Micha?
> > > ------------------------------------------------------------------------------
> > > Site24x7 APM Insight: Get Deep Visibility into Application Performance
> > > APM + Mobile APM + RUM: Monitor 3 App instances at just $35/Month
> > > Monitor end-to-end web transactions and take corrective actions now
> > > Troubleshoot faster and improve end-user experience. Signup Now!
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> > > Scikit-learn-general mailing list
> > > Scikit-learn-general@lists.sourceforge.net
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> >
> >
> > ------------------------------------------------------------------------------
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>
>
>
> ------------------------------
>
> Message: 4
> Date: Wed, 2 Mar 2016 15:38:24 -0500
> From: Kyle Kastner <kastnerk...@gmail.com>
> Subject: Re: [Scikit-learn-general] circle ci access and setup
> To: scikit-learn-general@lists.sourceforge.net
> Cc: Vighnesh Nandan Birodkar <vighneshbirod...@nyu.edu>
> Message-ID:
> <CAGNZ19DOZs7Mu=xskbfhb9vywh1p3i5evxi5_wipuudodh+...@mail.gmail.com>
> Content-Type: text/plain; charset="utf-8"
>
> When I was (and still am, sometimes) hacking Circle CI support for
> sklearn-theano (https://github.com/sklearn-theano/sklearn-theano/pull/93)
> it had an option to have access only to 1 project.
>
> I have been debugging via logs, but there must be a better way, cause it is
> really a pain in the neck to debug that way. There is an extra step with
> ssh pub/priv keys I think to push the docs from the CircleCI build to the
> website, Olivier might know more about that.
>
> On Wed, Mar 2, 2016 at 10:55 AM, Andreas Mueller <t3k...@gmail.com> wrote:
>
> > Hi all.
> > Does anyone know how we set up circle ci for scikit-learn?
> > Vighnesh set up circle ci for the scikit-learn template project, but
> > that required authorizing circle ci to access his account.
> > That grants circle ci write access.
> > If you look at the scikit-learn contrib page, you can see the authorized
> > apps:
> >
> > https://github.com/organizations/scikit-learn-contrib/settings/oauth_application_policy
> >
> > but scikit-learn doesn't have any:
> >
> > https://github.com/organizations/scikit-learn-contrib/settings/oauth_application_policy
> >
> > I just tried logging in to circle CI just to see what was happening, but
> > that required authorizing
> > them to access all my organizations....
> >
> > Cheers,
> > Andy
> >
> >
> > ------------------------------------------------------------------------------
> > Site24x7 APM Insight: Get Deep Visibility into Application Performance
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> >
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