tf.strings.reduce

TensorFlow 1 version

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Replace elements of input matching regex pattern with rewrite.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.regex_replace, tf.compat.v1.strings.regex_replace

tf.strings.regex_replace(
    input, pattern, rewrite, replace_global=True, name=None
)

Used in the notebooks

Used in the tutorials
Basic text classification Word embeddings Word2Vec

tf.strings.regex_replace("Text with tags.<br /><b>contains html</b>",
                         "<[^>]+>", " ")
<tf.Tensor: shape=(), dtype=string, numpy=b'Text with tags.  contains html '>

Args
`input`	string `Tensor`, the source strings to process.
`pattern`	string or scalar string `Tensor`, regular expression to use, see more details at https://github.com/google/re2/wiki/Syntax
`rewrite`	string or scalar string `Tensor`, value to use in match replacement, supports backslash-escaped digits (\1 to \9) can be to insert text matching corresponding parenthesized group.
`replace_global`	`bool`, if `True` replace all non-overlapping matches, else replace only the first match.
`name`	A name for the operation (optional).

Returns
string `Tensor` of the same shape as `input` with specified replacements.

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tf.strings / reduce_join

View aliases

Used in the notebooks

Args

Returns