Final code uploaded #1
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Fixed the memory error of previous code. Was mistakenly using np.eye() instead of np.ones() for the bias 'b'.
Added equations to compute gradient. Need to now plug it in the update equations (SGD)
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Changed the gradient w:removed the summation
corrected the y_hat formula in Cross entropy
Adjusted the return param of SGD function