5 releases (breaking)

✓ Uses Rust 2018 edition

new 0.9.0 Oct 9, 2019
0.8.0 Sep 30, 2019
0.7.0 Sep 23, 2019
0.6.0 Aug 17, 2019
0.5.1 Jul 26, 2019

#96 in Machine learning

Download history 26/week @ 2019-07-24 8/week @ 2019-07-31 7/week @ 2019-08-07 16/week @ 2019-08-14 5/week @ 2019-08-21 8/week @ 2019-08-28 13/week @ 2019-09-04 5/week @ 2019-09-11 46/week @ 2019-09-18 51/week @ 2019-09-25 37/week @ 2019-10-02

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sticker

sticker is a sequence labeler using neural networks.

Introduction

sticker is a sequence labeler that uses either recurrent neural networks or dilated convolution networks. In principle, it can be used to perform any sequence labeling task, but so far the focus has been on:

  • Part-of-speech tagging
  • Topological field tagging
  • Dependency parsing

Where to go from here

References

sticker uses techniques from or was inspired by the following papers:

Issues

You can report bugs and feature requests in the sticker issue tracker.

License

sticker is licensed under the Blue Oak Model License version 1.0.0. The Tensorflow protocol buffer definitions in tf-proto are licensed under the Apache License version 2.0.

Dependencies

~8MB
~169K SLoC