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朗泰乐
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我的统计学学习笔记(持续更新)
从数据科学的角度学习统计学原创 2022-12-29 21:04:22 · 285 阅读 · 0 评论 -
review: PCA-based anomaly detection
Transfered from: https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/pca-based-anomaly-detectionPrincipal Component Analysis, which is frequently abbreviated to PCA, is an established technique in machine learning. PCA is frequ转载 2021-11-08 21:22:41 · 211 阅读 · 0 评论 -
优化作业:牛顿法求函数极值 (Pytorch编程实现)
目录题目符号微分法(失败)Pytorch自动微分小结题目符号微分法(失败)算不出来。Hessian阵算出来是个常数,不知道怎么做:import numpy as npdef f(x): prod1 = 0.2* np.matmul(x,x.transpose()) # 1/2x^tx A = np.array([[5,1,0,0.5],[1,4,0.5,0],[0,0.5,3,0],[0.5,0,0,2]]) prod2 = np.matmul(x.transpose(原创 2021-10-11 16:53:50 · 994 阅读 · 0 评论