initializer_glorot_uniform: Glorot uniform initializer, also called Xavier uniform...

In dfalbel/keras: R Interface to 'Keras'

Description

It draws samples from a uniform distribution within -limit, limit where limit is sqrt(6 / (fan_in + fan_out)) where fan_in is the number of input units in the weight tensor and fan_out is the number of output units in the weight tensor.

Usage

initializer_glorot_uniform(seed = NULL)

Arguments

seed	Integer used to seed the random generator.

References

Glorot & Bengio, AISTATS 2010 http://jmlr.org/proceedings/papers/v9/glorot10a/glorot10a.pdf

See Also

Other initializers: initializer_constant(), initializer_glorot_normal(), initializer_he_normal(), initializer_he_uniform(), initializer_identity(), initializer_lecun_normal(), initializer_lecun_uniform(), initializer_ones(), initializer_orthogonal(), initializer_random_normal(), initializer_random_uniform(), initializer_truncated_normal(), initializer_variance_scaling(), initializer_zeros()

dfalbel/keras documentation built on Nov. 27, 2019, 8:16 p.m.