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All Projects → messense → crfs-rs

messense / crfs-rs

Licence: MIT License
Pure Rust port of CRFsuite: a fast implementation of Conditional Random Fields (CRFs)

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rust
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crfs-rs

CI codecov Crates.io docs.rs

Pure Rust port of CRFsuite: a fast implementation of Conditional Random Fields (CRFs)

Currently only support prediction, model training is not supported. For training you can use crfsuite-rs.

Installation

Add it to your Cargo.toml:

[dependencies]
crfs = "0.2"

Performance

Performance comparsion with CRFsuite on MacBook Pro (13-inch, M1, 2020) 16GB

$ cargo bench --bench crf_bench -- --output-format bencher
test tag/crfs ... bench:        1449 ns/iter (+/- 5)
test tag/crfsuite ... bench:        2154 ns/iter (+/- 14)

Last updated on 2021-11-18.

License

This work is released under the MIT license. A copy of the license is provided in the LICENSE file.

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