Statistical-Learning-Methods
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SleepyBag
Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现
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in the class defination: class SVM: ... def _smo_objective(self, i, j): alpha, Y, K = self.alpha, self.Y, self.K return (alpha[i] * Y[i] * alpha * K[i:] * Y).sum() + (alpha[j]...
