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xieyawen's Projects

decisiontree icon decisiontree

使用 python 预处理 lending club 贷款数据并构造特征,根据信息增益划分特征来构建实现决 策树算法的类。训练模型并测试不同树深度对决策树的影响。该模型最佳树深度为 7,测试 集准确率为 62%。

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

interesting-python icon interesting-python

有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)

leedl-tutorial icon leedl-tutorial

《李宏毅深度学习教程》,PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

pika icon pika

Pika is a NoSQL database compatible with redis which is developed by Qihoo's infrastructure team.

uie icon uie

Unified Structure Generation for Universal Information Extraction

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