crf_decode: CRF decode
In tfaddons: Interface to 'TensorFlow SIG Addons'
Description
Usage
Arguments
Value
Description
Decode the highest scoring sequence of tags.
Usage
1
crf_decode(potentials, transition_params, sequence_length)
Arguments
potentials
A [batch_size, max_seq_len, num_tags] tensor of unary potentials.
transition_params
A [num_tags, num_tags] matrix of binary potentials.
sequence_length
A [batch_size] vector of true sequence lengths.
Value
decode_tags: A [batch_size, max_seq_len] matrix, with dtype 'tf.int32'.
Contains the highest scoring tag indices. best_score: A [batch_size] vector,
containing the score of 'decode_tags'.
tfaddons documentation built on July 2, 2020, 2:12 a.m.
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Description Usage Arguments Value
Description
Decode the highest scoring sequence of tags.
Usage
1 | crf_decode(potentials, transition_params, sequence_length)
|
Arguments
potentials |
A [batch_size, max_seq_len, num_tags] tensor of unary potentials. |
transition_params |
A [num_tags, num_tags] matrix of binary potentials. |
sequence_length |
A [batch_size] vector of true sequence lengths. |
Value
decode_tags: A [batch_size, max_seq_len] matrix, with dtype 'tf.int32'. Contains the highest scoring tag indices. best_score: A [batch_size] vector, containing the score of 'decode_tags'.
R Package Documentation
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We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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