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Neural Network

Posted: Fri May 01, 2020 6:01 am
by StarBootics
Hello everyone,

I'm presenting to you a simple two hidden layers Neural Network system programmed in OOP style. It came along with a General Matrix library also programmed in OOP style and a NNTrainingData library also programmed in OOP style. The sources can be downloaded here : https://www.dropbox.com/s/srzw10oi55mnx ... k.zip?dl=0
There is another download link : http://gsaumure.x10host.com/forum/NeuralNetwork.zip

The Neural Network code is based on the "The Coding Train" following play list on YouTube : https://www.youtube.com/playlist?list=P ... 9by6XFdCfh

For now I have only tested the Neural Network with the XOR problem to see if it work and it does.

This code, in my case, will be used in my game project to program an AI of some sort.

Best regards
StarBootics

Re: Neural Network

Posted: Fri May 01, 2020 2:35 pm
by Fig
Nice job ! :)
Here, I am stuck with backpropagation in convolutive layer... I am waiting for coding train to explain it. :D

Re: Neural Network

Posted: Fri May 01, 2020 5:52 pm
by StarBootics
Fig wrote:Nice job ! :)
Here, I am stuck with backpropagation in convolutive layer... I am waiting for coding train to explain it. :D
Thank you ! That being said I'm not in Image recognition processing Stuff. Maybe you can suggest a Coding challenge about that.

The main purpose I'm looking for is a way to control Steering behaviors without overshooting right-left-right-left until I'm perfectly align with the direction I want the entity to go. Creating a functional Neural Network was the first step in that direction.

Best regards
StarBootics