murray-z Goto Github PK
Name: Jackson.zhang
Type: User
Bio: How much labor is invested determines how intelligent the machine is !
Name: Jackson.zhang
Type: User
Bio: How much labor is invested determines how intelligent the machine is !
knowledge distillation: 采用知识蒸馏,训练bert后指导textcnn
学习tensorflow
基于pytorch + bert的多标签文本分类(multi label text classification)
fasttext 多标签文本分类
sklearn 多标签文本分类
textcnn多标签文本分类
NER-采用自定义词典进行命名实体识别
采用一个模型同时实现问题生成和答案生成
openpyxl写入excel基本操作
spark、pyspark一些基本操作
采用pipeline的方式实现关系抽取,NER + Relation Classification
实体类型分类,主要用于实体识别后,对相同类型实体进一步分类。(角色标注)
中文情感分析
中、英文拼写纠错
采用预训练词向量输出同义词及结合WMD计算文本相似性
中文文本摘要
中文文本分析工具包(包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取)
pytorch文本分类(DNN,TextCNN,TextRNN,TextRCNN,RNNATT,DPCNN,HAN,BERT)
传统方法文本分类
基于tensorflow2文本分类、迁移学习
文本聚类(Kmeans、DBSCAN、LDA、Single-pass)
中文文本关键词提取
RNN + Attention 文本分类
文本相似性
TextCnn单标签文本分类
TextRCNN 文本分类
bilstm + softmax 文本分类
存放一些工具函数
viterbi算法
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