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tfb_softsign

Computes Y = g(X) = X / (1 + |X|)


Description

The softsign Bijector has the following two useful properties:

  • The domain is all real numbers

  • softsign(x) approx sgn(x), for large |x|.

Usage

tfb_softsign(validate_args = FALSE, name = "softsign")

Arguments

validate_args

Logical, default FALSE. Whether to validate input with asserts. If validate_args is FALSE, and the inputs are invalid, correct behavior is not guaranteed.

name

name prefixed to Ops created by this class.

See Also


tfprobability

Interface to 'TensorFlow Probability'

v0.11.0.0
Apache License (>= 2.0)
Authors
Sigrid Keydana [aut, cre], Daniel Falbel [ctb], Kevin Kuo [ctb] (<https://orcid.org/0000-0001-7803-7901>), RStudio [cph]
Initial release

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