tf.keras.regularizers.l1

Create a regularizer that applies an L1 regularization penalty.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.regularizers.l1

tf.keras.regularizers.l1(
    l=0.01
)

The L1 regularization penalty is computed as:

$$\ell_1\,\,penalty =\ell_1\sum_{i=0}^n|x_i|$$

Arguments
l	Float; L1 regularization factor.

Returns
An L1 Regularizer with the given regularization factor.