Deep Learning, Regularization Techniques, Python Programming, Data Science, Technology.
In this example, Elastic Net (L1 + L2) Regularization is implemented with PyTorch: You can see that the MLP class representing the neural network provides two defs which are used to compute L1 and L2 loss, respectively. In the training loop, these are applied, in a weighted fashion (with weights of