amirrezarajabi/Neural-Network-implementation-from-scratch

implementation of neural network from scratch only using numpy (Conv, Fc, Maxpool, optimizers and activation functions)

Neural-Network-implementation-from-scratch

implementation of Neural Network only use numpy

• layers

  • Fully Connected

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  • Convolution

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  • Max Pool

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• losses

  • Binary Cross Entropy

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  • Mean Squared Error

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• activation functions

  • sigmoid

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  • relu

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  • linear

• optimizers

  • SGD

  • Adam

• test FC

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• conv test

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