Warning: This project is deprecated. TensorFlow Addons has stopped development, The project will only be providing minimal maintenance releases until May 2024. See the full announcement here or on github.

tfa.text.viterbi_decode

View source on GitHub

Decode the highest scoring sequence of tags outside of TensorFlow.

View aliases

Main aliases

tfa.text.crf.viterbi_decode

tfa.text.viterbi_decode(
    score: tfa.types.TensorLike,
    transition_params: tfa.types.TensorLike
) -> tf.Tensor

This should only be used at test time.

Args
`score`	A [seq_len, num_tags] matrix of unary potentials.
`transition_params`	A [num_tags, num_tags] matrix of binary potentials.

Returns
`viterbi`	A [seq_len] list of integers containing the highest scoring tag indices.
`viterbi_score`	A float containing the score for the Viterbi sequence.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2023-05-25 UTC.

tfa.text.viterbi_decode

View aliases

Args

Returns