Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Sorry for the late reply, my internet connection failed me. I've seen only cross validation being the problem for semi-supervised learning, on the issue tracker. Would someone else like to discuss about this? So, should I scrap the self-taught learning algorithm from the proposal? Also, I'm lookin

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Sorry for the confusion, but that was actually not the meta-estimator I was thinking of. I was thinking about the iterative self-learning method, which is a classical way to make a supervised algorithm semi-supervised. Either way, these would be quite simple meta-estimators, and wouldn't require

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

What do you think about the proposal though? Vinayak On Thu, Mar 26, 2015 at 1:39 AM, Andreas Mueller wrote: > Hi Vinayak. > I was specifically commenting about the self-taught clustering paper that > you mentioned in your email. > Sorry about not being specific. > > Best, > Andy > > > > On 03

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Hi Vinayak. I was specifically commenting about the self-taught clustering paper that you mentioned in your email. Sorry about not being specific. Best, Andy On 03/25/2015 04:01 PM, Vinayak Mehta wrote: Hi Andy The idea wiki showed issue #1243 as a reference link which specifically mention

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Hi Andy The idea wiki showed issue #1243 as a reference link which specifically mentions self-taught learning as a solution for turning an estimator into a semi-supervised one. So, I tried to base my proposal on that. Could you guide me on how to focus more on semi-supervised learning than transfe

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Hi Vinayak. That looks more like a transfer-learning task and I'm not sure how that a) tie into the project b) work with the sklearn API. So I'd be -1 on that. Cheers, Andy On 03/25/2015 04:16 AM, Vinayak Mehta wrote: Hi everyone! I've added my proposal to the wiki page. Please suggest impr

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Hi everyone! I've added my proposal to the wiki page. Please suggest improvements. Here is a link to the Google doc: https://docs.google.com/document/d/1JCbeakBtPTpfis2grw00I8Y1VVivssAdiHlm1ejS3E8/edit?usp=sharing Further, I want to discuss on if this -> http://www.machinelearning.org/archive/icm

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Please send a link to your proposal as a reply to this thread as soon as it's online. -- Olivier -- Dive into the World of Parallel Programming The Go Parallel Website, sponsored by Intel and developed in partnership wit

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

@Andy I was working on the Multiple metric support idea, but since ragv has opted for it, I am now studying the hyperparameter optimization idea. I am also quite interested in the self-taught learning one. I will submit a proposal by the end of the day at GMT+5.5 :) @Vlad Thanks for the motivation

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Very good points, Artem! The PR you link to contains important discussion on API issues. I’m sorry I missed your PR. > On 23 Mar 2015, at 20:33, Artem wrote: > > It's worth noting that there was a similar project 2 years ago, but > unfortunately it wasn't completed. I made some work upon that,

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

It's worth noting that there was a similar project 2 years ago, but unfortunately it wasn't completed. I made some work upon that, but I didn't get any feedback. On Tue, Mar 24, 2015 at 3:23 AM, Vlad Niculae wrote: > Hi Vinayak, > > The wi

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Hi Vinayak, The wiki page just lists a subset of possible topics for which candidates already showed concrete interest. I think an application for low-rank matrix completion would be more than welcome. It’s very important to work on a topic that you are interested in directly, versus just pick

Re: [Scikit-learn-general] Question regarding the list of topics for GSoC 2015

Hi Vinayak. Have you decided on your application topic? I am trying to get a bit of an overview, and I think you haven't submitted anything yet. There are two other applications for the hyperparameter topic and one for the cross-validation and gridsearch improvements. Since Ragv is already worki