五艺（WuYi）
五艺是一个简易的中文自然语言处理工具
主要包括的功能有：中文分词、词性标注、情感分析、命名实体识别、关系抽取、关键词抽取、文本摘要、新词发现、文本聚类。
当前还在开发中。
安装
使用pip安装
pip install WuYi
中文分词
from wuyi import BasicTokenizer
tokenizer = BasicTokenizer()
text = "测试中文分词效果。"
tokens = tokenizer.tokenize(text=text)
print(tokens)
评价指标
from wuyi import ROUGE, BLEU
rouge = ROUGE()
bleu = BLEU()
hyp = "简单测试一下五艺的效果。"
ref = "测试是否能够正确输出。"
rouge_score = rouge.get_scores(hyp, ref, avg=True)
print(rouge_score)
bleu_score = bleu.get_scores(hyp, ref)
print(bleu_score)
开发进度
中文分词【未开始】
词性标注【未开始】
情感分析【未开始】
命名实体识别【未开始】
关系抽取【未开始】
关键词抽取【未开始】
文本摘要【未开始】
新词发现【未开始】
文本聚类【8.17开始】
数据评测指标【8.30开始】
文档结构
\examples 示例代码
\wuyi
\clustering 聚类算法[未完成]
kmeans.py K-Means算法[未完成]
\core 核心部分代码[未完成]
\tokenizers 分词部分代码[未完成]
BasicTokenizer.py 基础分词[完成]
\metric 指标部分代码[未完成]
BLEU.py bleu评测指标[完成]
ROUGE.py rouge评测指标[完成]
1 maintainer
Metadata
1 maintainer
Release files for WuYi 0.0.6
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| WuYi-0.0.6.tar.gz | 11.0 kB | Without provenance | Details for WuYi-0.0.6.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| WuYi-0.0.6-py3-none-any.whl | Python 3 | none | any | Details for WuYi-0.0.6-py3-none-any.whl |
Total release size: 25.2 kB
Release files / WuYi-0.0.6.tar.gz
| Download URL | WuYi-0.0.6.tar.gz |
|---|---|
| Size | 11.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.9.6
|
Release files / WuYi-0.0.6-py3-none-any.whl
| Download URL | WuYi-0.0.6-py3-none-any.whl |
|---|---|
| Size | 14.1 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.9.6
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