PKSHATechnology-Research/camphr
spaCy plugin for Transformers , Udify, ELmo, etc.
| repo name | PKSHATechnology-Research/camphr |
| repo link | https://github.com/PKSHATechnology-Research/camphr |
| homepage | https://camphr.readthedocs.io/en/latest/ |
| language | Python |
| size (curr.) | 10705 kB |
| stars (curr.) | 238 |
| created | 2020-02-10 |
| license | Apache License 2.0 |
Camphr - spaCy plugin for Transformers, Udify, Elmo, etc.
Camphr is a Natural Language Processing library that helps in seamless integration for a wide variety of techniques from state-of-the-art to conventional ones. You can use Transformers , Udify, ELmo, etc. on spaCy.
Check the documentation for more information.
(For Japanese: https://qiita.com/tamurahey/items/53a1902625ccaac1bb2f)
Features
- A spaCy plugin - Easily integration for a wide variety of methods
- Transformers with spaCy - Fine-tuning pretrained model with Hydra. Embedding vector
- Udify - BERT based multitask model in 75 languages
- Elmo - Deep contextualized word representations
- Rule base matching with Aho-Corasick, Regex
- (for Japanese) KNP
License
Camphr is licensed under Apache 2.0.
