Hello. I'm implementing Neural Networks in Pharo as part of my thesis (object-oriented approaches to neural networks implementation). It would be really nice to receive some feedback. So if you have any ideas, recommendations, or critique, please, write me. What are the existing projects or common pitfalls that I should consider? Maybe, you can recommend me some nice book or paper on a related topic. I would be grateful for any kind of feedback. Here is the repository: http://smalltalkhub.com/#!/~Oleks/NeuralNetwork. It's not much, but I'm working on it. Yours sincerely, Oleksandr
On Tue, Mar 21, 2017 at 10:09 AM, Oleksandr Zaytsev <olk.zaytsev@gmail.com> wrote:
Hello.
I'm implementing Neural Networks in Pharo as part of my thesis (object-oriented approaches to neural networks implementation). It would be really nice to receive some feedback. So if you have any ideas, recommendations, or critique, please, write me. What are the existing projects or common pitfalls that I should consider? Maybe, you can recommend me some nice book or paper on a related topic. I would be grateful for any kind of feedback.
Here is the repository: http://smalltalkhub.com/#!/~Oleks/NeuralNetwork. It's not much, but I'm working on it.
You should talk to Gullermo Polito. He is working on neural networks in Pharo. Are you implementing Deep Learning algorithms ? Regards, -- Serge Stinckwich UCN & UMI UMMISCO 209 (IRD/UPMC) Every DSL ends up being Smalltalk http://www.doesnotunderstand.org/
Hi Oleksandr! I had a look at your code a couple of weeks ago, as I also got some interest in Neural networks and genetic algorithm (I will start a lecture here at my university on this topic). I think that your code needs examples. Maybe you can add some simple examples, such as learning boolean expressions, or having a more complete example on recognizing handing writing. There is in python here that does exactly that: http://neuralnetworksanddeeplearning.com/chap1.html <http://neuralnetworksanddeeplearning.com/chap1.html> My code is available here: http://smalltalkhub.com/#!/~abergel/NeuralNetworks <http://smalltalkhub.com/#!/~abergel/NeuralNetworks> I wrote this code to support some aspect of my lecture. Do not feel this as an absolute answer. Having concrete and relevant example is important and my code do not have such example. Push push your code! We need it! Cheers, Alexandre -- _,.;:~^~:;._,.;:~^~:;._,.;:~^~:;._,.;:~^~:;._,.;: Alexandre Bergel http://www.bergel.eu ^~:;._,.;:~^~:;._,.;:~^~:;._,.;:~^~:;._,.;:~^~:;.
On Mar 21, 2017, at 6:09 AM, Oleksandr Zaytsev <olk.zaytsev@gmail.com> wrote:
Hello.
I'm implementing Neural Networks in Pharo as part of my thesis (object-oriented approaches to neural networks implementation). It would be really nice to receive some feedback. So if you have any ideas, recommendations, or critique, please, write me. What are the existing projects or common pitfalls that I should consider? Maybe, you can recommend me some nice book or paper on a related topic. I would be grateful for any kind of feedback.
Here is the repository: http://smalltalkhub.com/#!/~Oleks/NeuralNetwork <http://smalltalkhub.com/#!/~Oleks/NeuralNetwork>. It's not much, but I'm working on it.
Yours sincerely, Oleksandr
On Tue, Mar 21, 2017 at 2:38 PM, Alexandre Bergel <alexandre.bergel@me.com> wrote:
Hi Oleksandr!
Hi all,
I had a look at your code a couple of weeks ago, as I also got some interest in Neural networks and genetic algorithm (I will start a lecture here at my university on this topic).
This is great !
I think that your code needs examples. Maybe you can add some simple examples, such as learning boolean expressions, or having a more complete example on recognizing handing writing. There is in python here that does exactly that: http://neuralnetworksanddeeplearning.com/chap1.html
My code is available here: http://smalltalkhub.com/#!/~abergel/NeuralNetworks I wrote this code to support some aspect of my lecture. Do not feel this as an absolute answer. Having concrete and relevant example is important and my code do not have such example.
Would be nice to have something similar to Scikit-learn in Python. http://scikit-learn.org/stable/
Push push your code! We need it!
Yes we definitively need something like that ! Have a look to PolyMath that already provide a lot of math libraries: https://github.com/PolyMathOrg/PolyMath I just release v0.85 of PolyMath. Regards, -- Serge Stinckwich UCN & UMI UMMISCO 209 (IRD/UPMC) Every DSL ends up being Smalltalk http://www.doesnotunderstand.org/
Nice to see this development. On the examples issues suggested by Alexandre, maybe Grafoscopio[1] could be useful to combine prose with code. I have write a new user manual [2] and I'm going to work on it this summer of code. [1] http://mutabit.com/grafoscopio/index.en.html [2] http://mutabit.com/repos.fossil/grafoscopio/doc/tip/Docs/En/Books/Manual/man... [3] http://gsoc.pharo.org/#topic-grafoscopio-literate-computing-and-reproducible... Cheers, Offray On 21/03/17 08:38, Alexandre Bergel wrote:
Hi Oleksandr!
I had a look at your code a couple of weeks ago, as I also got some interest in Neural networks and genetic algorithm (I will start a lecture here at my university on this topic).
I think that your code needs examples. Maybe you can add some simple examples, such as learning boolean expressions, or having a more complete example on recognizing handing writing. There is in python here that does exactly that: http://neuralnetworksanddeeplearning.com/chap1.html
My code is available here: http://smalltalkhub.com/#!/~abergel/NeuralNetworks <http://smalltalkhub.com/#%21/%7Eabergel/NeuralNetworks> I wrote this code to support some aspect of my lecture. Do not feel this as an absolute answer. Having concrete and relevant example is important and my code do not have such example.
Push push your code! We need it!
Cheers, Alexandre
-- _,.;:~^~:;._,.;:~^~:;._,.;:~^~:;._,.;:~^~:;._,.;: Alexandre Bergel http://www.bergel.eu ^~:;._,.;:~^~:;._,.;:~^~:;._,.;:~^~:;._,.;:~^~:;.
On Mar 21, 2017, at 6:09 AM, Oleksandr Zaytsev <olk.zaytsev@gmail.com <mailto:olk.zaytsev@gmail.com>> wrote:
Hello.
I'm implementing Neural Networks in Pharo as part of my thesis (object-oriented approaches to neural networks implementation). It would be really nice to receive some feedback. So if you have any ideas, recommendations, or critique, please, write me. What are the existing projects or common pitfalls that I should consider? Maybe, you can recommend me some nice book or paper on a related topic. I would be grateful for any kind of feedback.
Here is the repository: http://smalltalkhub.com/#!/~Oleks/NeuralNetwork <http://smalltalkhub.com/#%21/%7EOleks/NeuralNetwork>. It's not much, but I'm working on it.
Yours sincerely, Oleksandr
participants (4)
-
Alexandre Bergel -
Offray Vladimir Luna Cárdenas -
Oleksandr Zaytsev -
Serge Stinckwich