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Posted to dev@mahout.apache.org by burak sarac <bu...@linux.com> on 2015/03/10 12:55:56 UTC
Neural network contribution
Hello all,
Few months ago I have completed a small Neural Network application for
study. I just met Mahout and I liked! I was also looking for Neural Network
implementation to compare my implementation and couldnt find any. If I am
not wrong is there any chance I can contribute with my project? With Andrew
NG samples 5000 digit calculates in 400 ms on single core and 40 ms my 8
core machine and 20 ms gpu. (Each iteration mostly does 1 calculation) I
have used Fmincg implementation in C for optimization. At least you can do
maybe code review for me? I will appreciate any feedback! Implementation in
C. There is also more features which I didnt commit yet (improved feature
scaling, using different hiddenlayer sizes per layer etc...)
project here: https://github.com/buraksarac/NeuralNetwork
<https://github.com/buraksarac/NeuralNetwork>
main logic here :
https://github.com/buraksarac/NeuralNetwork/blob/master/src/NeuralNetwork.cpp
Thank you for your time!
p.s. I have tried to send few emails I hope I didnt flood
Burak Sarac
Re: Neural network contribution
Posted by burak sarac <bu...@linux.com>.
Thank you for your quick feedback Ted. I will give a shot!
Have a nice day
Burak
2015-03-10 14:46 GMT+01:00 Ted Dunning <te...@gmail.com>:
> Burak,
>
> Sounds like a nice effort. Mahout is focussed on implementations in Java
> and lately Scala, not C.
>
> There is another project, however, just entering incubation that might fit
> much better. That project is the Singa project. The proposal is here:
>
> http://wiki.apache.org/incubator/SingaProposal
>
> I suggest that you contact Beng Chin Ooi (email on the proposal) to discuss
> what you have in more detail. The group that started the Singa project is
> very good on neural networks and should be able to comment better than we
> can.
>
>
>
> On Tue, Mar 10, 2015 at 4:55 AM, burak sarac <bu...@linux.com> wrote:
>
> > Hello all,
> > Few months ago I have completed a small Neural Network application for
> > study. I just met Mahout and I liked! I was also looking for Neural
> Network
> > implementation to compare my implementation and couldnt find any. If I am
> > not wrong is there any chance I can contribute with my project? With
> Andrew
> > NG samples 5000 digit calculates in 400 ms on single core and 40 ms my 8
> > core machine and 20 ms gpu. (Each iteration mostly does 1 calculation) I
> > have used Fmincg implementation in C for optimization. At least you can
> do
> > maybe code review for me? I will appreciate any feedback! Implementation
> in
> > C. There is also more features which I didnt commit yet (improved feature
> > scaling, using different hiddenlayer sizes per layer etc...)
> >
> > project here: https://github.com/buraksarac/NeuralNetwork
> > <https://github.com/buraksarac/NeuralNetwork>
> >
> > main logic here :
> >
> >
> https://github.com/buraksarac/NeuralNetwork/blob/master/src/NeuralNetwork.cpp
> >
> >
> > Thank you for your time!
> >
> > p.s. I have tried to send few emails I hope I didnt flood
> >
> > Burak Sarac
> >
>
Re: Neural network contribution
Posted by Ted Dunning <te...@gmail.com>.
Burak,
Sounds like a nice effort. Mahout is focussed on implementations in Java
and lately Scala, not C.
There is another project, however, just entering incubation that might fit
much better. That project is the Singa project. The proposal is here:
http://wiki.apache.org/incubator/SingaProposal
I suggest that you contact Beng Chin Ooi (email on the proposal) to discuss
what you have in more detail. The group that started the Singa project is
very good on neural networks and should be able to comment better than we
can.
On Tue, Mar 10, 2015 at 4:55 AM, burak sarac <bu...@linux.com> wrote:
> Hello all,
> Few months ago I have completed a small Neural Network application for
> study. I just met Mahout and I liked! I was also looking for Neural Network
> implementation to compare my implementation and couldnt find any. If I am
> not wrong is there any chance I can contribute with my project? With Andrew
> NG samples 5000 digit calculates in 400 ms on single core and 40 ms my 8
> core machine and 20 ms gpu. (Each iteration mostly does 1 calculation) I
> have used Fmincg implementation in C for optimization. At least you can do
> maybe code review for me? I will appreciate any feedback! Implementation in
> C. There is also more features which I didnt commit yet (improved feature
> scaling, using different hiddenlayer sizes per layer etc...)
>
> project here: https://github.com/buraksarac/NeuralNetwork
> <https://github.com/buraksarac/NeuralNetwork>
>
> main logic here :
>
> https://github.com/buraksarac/NeuralNetwork/blob/master/src/NeuralNetwork.cpp
>
>
> Thank you for your time!
>
> p.s. I have tried to send few emails I hope I didnt flood
>
> Burak Sarac
>