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  • Peking University
  • Shanghai

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  1. chinese-text-classifier chinese-text-classifier Public

    基于Keras的中文文本分类系统,支援多种模型架构和训练策略,实验数据为中文新闻分类文本cnews数据集。

    Python 47 15

  2. chinese-text-classification-thuctc chinese-text-classification-thuctc Public

    基于THUCTC数据集的中文文本分类器,实现多种机器学习算法和深度学习模型的对比实验,包括传统机器学习方法(SVM、逻辑回归、朴素贝叶斯、随机森林)和深度学习方法(LSTM、BERT、Transformer)。

    Python

  3. bert-chinese-text-classification-tfserving bert-chinese-text-classification-tfserving Public

    基于BERT模型进行中文文本分类,并通过TensorFlow Serving部署模型服务。项目采用微服务架构,包含API网关服务和推理服务两个核心组件。

    Python