L1 regularization works in a similar way as that of L2; however, the cost function for L1 regularization is different than L2 regularization, as follows:
Let's implement the L1 regularization in code; now we see the corresponding outputs as follows:
Note that, as the regularization term does not involve squaring in L1 regularization, we ...