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weight initialization 1

Dropout, Gradient Clipping, Weight Initialization, Xavier, He, Batch Normalization, Internal Covariate Shift, Layer Normalization

Dropout - One way to avoid overfitting, using several neurons only rather than whole neurons when machine training.- It does not have any learnable parameters and has only one hyperparameter.- It does not behave similarly during training and testing.  To be understand this, let us consider a simple fully connected layer containing 10 neurons. We are using a dropout probability of 0.5. Well durin..

Deep Learning 2021.04.08
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