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石丽明's Projects

cctner icon cctner

Chinese Clinical Text Named Entity Recognition

feature-selection icon feature-selection

Features selection algorithm based on self selected algorithm, loss function and validation method

fuku-ml icon fuku-ml

Simple machine learning library / 簡單易用的機器學習套件

h2o-tutorials icon h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

prml_notes icon prml_notes

该项目是关于机器学习经典书籍《Pattern Recognition and Machine Learning》的学习笔记,我用python实现了书中的一些实例,希望帮助感兴趣的人更好的理解

shallowlearn icon shallowlearn

A collection of supervised learning models based on shallow neural network approaches (e.g., word2vec and fastText) with some additional exclusive features. Written in Python and fully compatible with Scikit-learn.

textinfoexp icon textinfoexp

自然语言处理相关实验(基于sougou数据集),包含文本特征提取(TF-IDF),文本分类,文本聚类,word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要,信息抽取,情感分析与观点挖掘等。

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