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Description: 书籍《Python在机器学习中的应用》的程序和数据。. Contribute to Daitu/Python-machine-learning development by creating an account on GitHub.

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深度文本分类.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E6%B7%B1%E5%BA%A6%E6%96%87%E6%9C%AC%E5%88%86%E7%B1%BB.ipynb
第10章 异常值检测.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC10%E7%AB%A0%20%E5%BC%82%E5%B8%B8%E5%80%BC%E6%A3%80%E6%B5%8B.ipynb
第10章 异常值检测.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC10%E7%AB%A0%20%E5%BC%82%E5%B8%B8%E5%80%BC%E6%A3%80%E6%B5%8B.ipynb
第10章 贝叶斯方法和K近邻分类.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC10%E7%AB%A0%20%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%96%B9%E6%B3%95%E5%92%8CK%E8%BF%91%E9%82%BB%E5%88%86%E7%B1%BB.ipynb
第10章 贝叶斯方法和K近邻分类.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC10%E7%AB%A0%20%E8%B4%9D%E5%8F%B6%E6%96%AF%E6%96%B9%E6%B3%95%E5%92%8CK%E8%BF%91%E9%82%BB%E5%88%86%E7%B1%BB.ipynb
第11章 支持向量机和神经网络.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC11%E7%AB%A0%20%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA%E5%92%8C%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
第11章 支持向量机和神经网络.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC11%E7%AB%A0%20%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA%E5%92%8C%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C.ipynb
第12章 人脸检测.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC12%E7%AB%A0%20%E4%BA%BA%E8%84%B8%E6%A3%80%E6%B5%8B.ipynb
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第12章 深度学习入门.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC12%E7%AB%A0%20%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%85%A5%E9%97%A8.ipynb
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第12章 深度学习图像去噪空洞卷积.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC12%E7%AB%A0%20%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%9B%BE%E5%83%8F%E5%8E%BB%E5%99%AA%E7%A9%BA%E6%B4%9E%E5%8D%B7%E7%A7%AF.ipynb
第12章 深度学习图像去噪空洞卷积.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC12%E7%AB%A0%20%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%9B%BE%E5%83%8F%E5%8E%BB%E5%99%AA%E7%A9%BA%E6%B4%9E%E5%8D%B7%E7%A7%AF.ipynb
第1章:4机器学习实例.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC1%E7%AB%A0%EF%BC%9A4%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E4%BE%8B.ipynb
第1章:4机器学习实例.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC1%E7%AB%A0%EF%BC%9A4%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E4%BE%8B.ipynb
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第1章:部分示例图.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC1%E7%AB%A0%EF%BC%9A%E9%83%A8%E5%88%86%E7%A4%BA%E4%BE%8B%E5%9B%BE.ipynb
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第3章 数据可视化和降维.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC3%E7%AB%A0%20%E6%95%B0%E6%8D%AE%E5%8F%AF%E8%A7%86%E5%8C%96%E5%92%8C%E9%99%8D%E7%BB%B4.ipynb
第3章 数据可视化和降维.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC3%E7%AB%A0%20%E6%95%B0%E6%8D%AE%E5%8F%AF%E8%A7%86%E5%8C%96%E5%92%8C%E9%99%8D%E7%BB%B4.ipynb
第3章 数据的准备和探索.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC3%E7%AB%A0%20%E6%95%B0%E6%8D%AE%E7%9A%84%E5%87%86%E5%A4%87%E5%92%8C%E6%8E%A2%E7%B4%A2.ipynb
第3章 数据的准备和探索.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC3%E7%AB%A0%20%E6%95%B0%E6%8D%AE%E7%9A%84%E5%87%86%E5%A4%87%E5%92%8C%E6%8E%A2%E7%B4%A2.ipynb
第4章 模型的评估.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC4%E7%AB%A0%20%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%AF%84%E4%BC%B0.ipynb
第4章 模型的评估.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC4%E7%AB%A0%20%E6%A8%A1%E5%9E%8B%E7%9A%84%E8%AF%84%E4%BC%B0.ipynb
第5章 回归分析.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC5%E7%AB%A0%20%E5%9B%9E%E5%BD%92%E5%88%86%E6%9E%90.ipynb
第5章 回归分析.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC5%E7%AB%A0%20%E5%9B%9E%E5%BD%92%E5%88%86%E6%9E%90.ipynb
第6章 关联分析.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC6%E7%AB%A0%20%E5%85%B3%E8%81%94%E5%88%86%E6%9E%90.ipynb
第6章 关联分析.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC6%E7%AB%A0%20%E5%85%B3%E8%81%94%E5%88%86%E6%9E%90.ipynb
第7章 无监督学习.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC7%E7%AB%A0%20%E6%97%A0%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0.ipynb
第7章 无监督学习.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC7%E7%AB%A0%20%E6%97%A0%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0.ipynb
第8章 文本LDA模型.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC8%E7%AB%A0%20%E6%96%87%E6%9C%ACLDA%E6%A8%A1%E5%9E%8B.ipynb
第8章 文本LDA模型.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC8%E7%AB%A0%20%E6%96%87%E6%9C%ACLDA%E6%A8%A1%E5%9E%8B.ipynb
第9章 决策树和集成学习.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC9%E7%AB%A0%20%E5%86%B3%E7%AD%96%E6%A0%91%E5%92%8C%E9%9B%86%E6%88%90%E5%AD%A6%E4%B9%A0.ipynb
第9章 决策树和集成学习.ipynbhttps://github.com/Daitu/Python-machine-learning/blob/master/programs/%E7%AC%AC9%E7%AB%A0%20%E5%86%B3%E7%AD%96%E6%A0%91%E5%92%8C%E9%9B%86%E6%88%90%E5%AD%A6%E4%B9%A0.ipynb
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