通读周志华的《机器学习》全书后,我运用书中提供的思路和公式,总结实现了各个网络的算法,并在实现朴素贝叶斯分类器的python代码基础上实现了基于贝叶斯分类器的手写数字识别。
利用了MNIST数据集: http://yann.lecun.com/exdb/mnist/ 数据集存放在了压缩文件data里。
朴素贝叶斯分类器
通读周志华的《机器学习》全书后,我运用书中提供的思路和公式,总结实现了各个网络的算法,并在实现朴素贝叶斯分类器的python代码基础上实现了基于贝叶斯分类器的手写数字识别。
利用了MNIST数据集: http://yann.lecun.com/exdb/mnist/ 数据集存放在了压缩文件data里。
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