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1. machine-learning-classification machine-learning-classification Public

   Using svm, logistic regression, and decision tree to apply a binary classification problem

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2. Knn-classification---jupyter Knn-classification---jupyter Public

   Using Knn to apply a binary classification. The goal of this assignment is to build a classifier to classify some grayscale images of the size 28x28 into a set of categories. The dimension of the o…

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3. deep-learning deep-learning Public

   Forked from tz28/deep-learning

   personal practice（个人练习，实现了深度学习中的一些算法，包括：四种初始化方法（zero initialize, random initialize, xavier initialize, he initialize），深度神经网络，正则化，dropout， 三种梯度下降方法(BGD, SGD, mini-batch)，六种优化算法(momentum、nesterov mom…

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