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# myLearn | ||
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算法在实现上主要考虑算法设计的核心,所以只提供算法实现的主要设计过程,同时提供训练数据和测试数据。这样即方便学习者理解算法本身,也提供了测试算法实现的正确性测试的基础!下面是程序主要实现的机器学习算法。 | ||
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1 KNN | ||
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2 ID3,C4.5,CART | ||
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3 Adboost | ||
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4 bayes | ||
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5 线性回归,岭回归,局部加权线性回归 | ||
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6 逻辑回归-梯度下降,随机梯度下降 | ||
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7 SVM-SMO算法,核函数 | ||
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8 Kmeans,二分Kmeans | ||
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9 MDP,动态规划求解MDP | ||
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10 Matrix库 | ||
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