op_nan_to_num: Replace NaN with zero and infinity with large finite numbers.
In rstudio/keras: R Interface to 'Keras'

op_nan_to_num

R Documentation

Replace NaN with zero and infinity with large finite numbers.

Description

Replace NaN with zero and infinity with large finite numbers.

Usage

op_nan_to_num(x, nan = 0, posinf = NULL, neginf = NULL)

Arguments

`x`	Input data.
`nan`	Optional float or int. Value to replace `NaN` entries with.
`posinf`	Optional float or int. Value to replace positive infinity with.
`neginf`	Optional float or int. Value to replace negative infinity with.

Value

x, with non-finite values replaced.

Example

(x <- op_convert_to_tensor(c(1, NaN, -Inf, Inf)))

## tf.Tensor([  1.  nan -inf  inf], shape=(4), dtype=float32)

op_nan_to_num(x)

## tf.Tensor([ 1.0000000e+00  0.0000000e+00 -3.4028235e+38  3.4028235e+38], shape=(4), dtype=float32)

op_nan_to_num(x, nan = -1, posinf = 2, neginf = -2)

## tf.Tensor([ 1. -1. -2.  2.], shape=(4), dtype=float32)

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op_append()
op_arange()
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op_arcsin()
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op_gelu()
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op_greater()
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op_max()
op_max_pool()
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