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Self complemented word embedding methods using CBOW,skip-Gram,word2doc matrix , word2word matrix ,基于CBOW、skip-gram、词-文档矩阵、词-词矩阵四种方法的词向量生成

Python 187 75 Updated Apr 26, 2018

智能简历解析系统,支持多维度信息提取

Jupyter Notebook 114 16 Updated Mar 2, 2025

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

Python 36,004 10,883 Updated Nov 15, 2025

sentiment analysis、情感分析、文本分类、基于字典、python、classification

Python 132 37 Updated Jan 4, 2021

⚡机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

Python 10,138 5,106 Updated Jul 12, 2024

用Python实现SVM多分类器

Python 435 106 Updated Apr 29, 2024

数据预处理过程(属性选择, 异常值处理, 归一化, 标准化等)

Python 65 5 Updated Jul 25, 2020

Machine Learning in Action学习笔记,一个文件夹代表一个算法,每个文件夹包含算法所需的数据集、源码和图片,图片放在pic文件夹中,数据集放在在Data文件夹内。书中的代码是python2的,有不少错误,这里代码是我用python3写的,且都能直接运行

Python 208 160 Updated Mar 15, 2019