gfdl.weights#

Weight functions for Gradient Free Deep Learning estimators.

Functions#

zeros

The weight function setting all weights to zero.

range

The weight function setting weights to a normalized np.arange.

uniform

The weight function returning samples drawn from uniform distribution.

normal

The weight function returning samples drawn from normal distribution.

he_uniform

The weight function returning samples drawn from He uniform distribution.

lecun_uniform

The weight function returning samples drawn from Lecun uniform distribution.

glorot_uniform

The weight function returning samples drawn from Glorot uniform distribution.

he_normal

The weight function returning samples drawn from He normal distribution.

lecun_normal

The weight function returning samples drawn from Lecun normal distribution.

glorot_normal

The weight function returning samples drawn from Glorot normal distribution.