AugLy-jp
Data Augmentation for Japanese Text on AugLy
Augmenter
base_text = "あらゆる現実をすべて自分のほうへねじ曲げたのだ"
| Augmenter | Augmented | Description |
|---|---|---|
| SynonymAugmenter | あらゆる現実をすべて自身のほうへねじ曲げたのだ | Substitute similar word according to Sudachi synonym |
| WordEmbsAugmenter | あらゆる現実をすべて関心のほうへねじ曲げたのだ | Leverage word2vec, GloVe or fasttext embeddings to apply augmentation |
| FillMaskAugmenter | つまり現実を、未来な未来まで変えたいんだ | Using masked language model to generate text |
| BackTranslationAugmenter | そして、ほかの人たちをそれぞれの道に安置しておられた | Leverage two translation models for augmentation |
Prerequisites
| Software | Install Command |
|---|---|
| Python 3.8.11 | pyenv install 3.8.11 |
| Poetry 1.1.* | curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python |
Get Started
Installation
pip install augly-jp
Or clone this repository:
git clone https://github.com/chck/AugLy-jp.git
poetry install
Test with reformat
poetry run task test
Reformat
poetry run task fmt
Lint
poetry run task lint
Inspired
- https://github.com/facebookresearch/AugLy
- https://github.com/makcedward/nlpaug
- https://github.com/QData/TextAttack
License
This software includes the work that is distributed in the Apache License 2.0 [1].
1 maintainer
Metadata
1 maintainer
Release files for augly-jp 2021.9.30
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| augly_jp-2021.9.30.tar.gz | 10.7 kB | Without provenance | Details for augly_jp-2021.9.30.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| augly_jp-2021.9.30-py3-none-any.whl | Python 3 | none | any | Details for augly_jp-2021.9.30-py3-none-any.whl |
Total release size: 23.5 kB
Release files / augly_jp-2021.9.30.tar.gz
| Download URL | augly_jp-2021.9.30.tar.gz |
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| Size | 10.7 kB |
| Tags | Source |
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Release files / augly_jp-2021.9.30-py3-none-any.whl
| Download URL | augly_jp-2021.9.30-py3-none-any.whl |
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| Size | 12.8 kB |
| Tags | Python 3 |
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Security for augly-jp 2021.9.30
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