nlp-qa-tfidf
介绍
tfidf 余弦短文本求相似度
package
gensim jieba pandas
实例化参数
Tfidf = Tfidf(stopwords_file="", work_dir="", work_file_prefix="")
#stopwords_file 停用词文件 可不填 包里自带有
#work_dir 工作目录 模型存储的路径，不填则在当前项目根目录下 建议填
#work_file_prefix 文件名字前缀， 不填则训练的模型名字为 _.model 可以填时间戳，或者用户id，建议填写 不然模型会相互覆盖
模型训练
# QA 场景
# 问题列表
question_list = [
"test1-question","test2-question","test3-question"
]
# 答案列表
answer_list = [
"test1-answer","test2-answer","test3-answer"
]
Tfidf = Tfidf(stopwords_file="", work_dir="", work_file_prefix="")
# 训练模型并保存
Tfidf.save_model(question_list=question_list,answer_list=answer_list)
# 输入问题，并去计算相似度
Tfidf.run(question="test question")
1 maintainer
Metadata
1 maintainer
Release files for nlp-tfidf 1.6.7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| nlp_tfidf-1.6.7.tar.gz | 20.0 kB | Details |
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| nlp_tfidf-1.6.7-py3-none-any.whl | Python 3 | none | any | Details |
| nlp_tfidf-1.6.7-py2.py3-none-any.whl | Python 2, Python 3 | none | any | Details |
Total release size: 55.8 kB
Release files / nlp_tfidf-1.6.7.tar.gz
| Download URL | nlp_tfidf-1.6.7.tar.gz |
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| Size | 20.0 kB |
| Tags | Source |
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twine/1.15.0 pkginfo/1.8.3 requests/2.27.1 setuptools/41.2.0 requests-toolbelt/1.0.0 tqdm/4.64.1 CPython/2.7.18
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Release files / nlp_tfidf-1.6.7-py3-none-any.whl
| Download URL | nlp_tfidf-1.6.7-py3-none-any.whl |
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| Size | 17.9 kB |
| Tags | Python 3 |
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Release files / nlp_tfidf-1.6.7-py2.py3-none-any.whl
| Download URL | nlp_tfidf-1.6.7-py2.py3-none-any.whl |
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| Size | 17.9 kB |
| Tags | Python 2 Python 3 |
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