基于bertopic对中文文档进行主题建模
Project description
About
一个基于bertopic对中文文档进行主题建模的包。
Install
$ pip3 install -U bertopic_base_chinese
Director
- bertopic_base_chinese
- _model.py
_model.py
- BERTopic类 重写了__init__()，设置embedding_model为"paraphrase-multilingual-MiniLM-L12-v2"，以及选取tokenizer为jieba.lcut，初始化类参数。
Usage
from bertopic_base_chinese import BERTopic
docs = ["我爱北京天安门", "我家大门常打开，开放怀抱等你"]
topic_model = BERTopic()
topics, probs = topic_model.fit_transform(docs)
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