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Feed_Forward_GUI_Visualization

This is a gui based feed-forward network contour plot visualization project

COMPONENTS

gui (inputs)

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  • number of data points
  • number of epochs
  • hidden layers size in space seperated format eg. 2 3 2 -> first hidden layer-2, second-3, third-2
  • learning rate

Feed forward neural network implemented from scratch

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  • learning rate graph
  • contour plot generator

pygame enviroment

To show the user defined neural network and to register the neuron selected by user

OUTLINE

After taking the user input, a dataset is created using sklearn's "make_blob", and the neural net is trained over it using the user specified parameters. The pygame enviroment,is used to represent the neural net. Selection of a neuron is registered when the user clicks on it, and the corresponding contour plot is shown

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This is a gui based feed-forward network contour plot visualization project

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