tf.keras.regularizers.l1

Create a regularizer that applies an L1 regularization penalty.

Compat aliases for migration

See Migration guide for more details.

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

The L1 regularization penalty is computed as:

ℓ_{1} p e n a l t y = ℓ_{1} \sum_{i = 0}^{n} | x_{i} |

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

Arguments
`l`	Float; L1 regularization factor.

Returns
An L1 Regularizer with the given regularization factor.

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Last updated 2020-10-01 UTC.

Arguments