[mlpack] Mlpack Gsoc Proposal

Marcus Edel marcus.edel at fu-berlin.de
Wed Feb 14 05:55:26 EST 2018


Hello Tiberiu,

thanks for getting in touch. 

> I use deep learning approaches in my homework for the university or in my
> personal projects (for example I have developed a chat bot that integrates nlp
> and ml for the competition The Voice).

That sounds awesome, is the code public, did you wrote everything from scratch
or did you use a framework?

> I was thinking that i can do over the summer RBFN or BRN or even LSTM.


Sounds good, note we already have an LSTM implementation, that can be used.
However, there are many LSTM related ideas that could be explored like Nested
LSTMs.

> Also i think that it will be interesting to do
> a implementation of the colorful image colorization and will be suited for
> bringing newcomers into the project.

That sounds like a great idea to me, I guess this could be a neat side project
to get familiar with the codebase since it's mainly a conv net, most parts
should already exist.

Let me know if I should clarify anything.

Thanks,
Marcus

> On 14. Feb 2018, at 11:37, Lepadatu Tiberiu Andrei <tiberiulepadatu14 at gmail.com> wrote:
> 
> Hi,
> 
> I am Tiberiu Lepadatu, a second year student at the University Politehnica of
> Bucharest. I have a strong interest in machine learning and numerical methods. I
> use deep learning approaches in my homework for the university or in my personal
> projects (for example I have developed a chat bot that integrates nlp and ml for
> the competition The Voice). I am currently enrolled in the machine learning
> course by Andrew NG and i am an avid learner. I have taken the advice that was
> given to me on the IRC channel and i have devoted my time in the past weeks
> understanding the neural networks implementation from your library. GSOC will
> give me the write enforcement to develop myself as a student in mashing Lenin
> and as a researcher in this field. I will be more than happy to help you
> implement the deep learning modules. I was thinking that i can do over the
> summer RBFN or BRN or even LSTM. Also i think that it will be interesting to do
> a implementation of the colorful image colorization and will be suited for
> bringing newcomers into the project. All in all, I want you to consider my ideas
> and to give me the proper guidance for this project. Also giving the research
> intensive character of the study that i am proposing i feel like my first pull
> request tot he project will be months in the future.
> 
> Kind regards,
> Tiberiu Lepdatu
> 
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