Yiheng Li李易恒 Personal website个人网站
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2021 3
Brief Walkthrough of Famous ImageNet Contenders 8 MIN8 分钟 machine learningimage net Using HDF5 format for python file saving and loading 5 MIN5 分钟 pythonpackage LSTM Walk Through 5 MIN5 分钟 machine learningalgorithmLSTMRNN
2020 17
Notes About the Logics Behind the Development of Tree-Based Models 6 MIN6 分钟 statsalgorithmmachine learning Projects Archive 2 MIN2 分钟 documents Complex Heatmap, flexible package for heatmap based on R 8 MIN8 分钟 Rpackage Pyradiomics Simple Usage 6 MIN6 分钟 pythonpackage Further Discussion of Relative Importance 11 MIN11 分钟 statsalgorithmlinear regression Multivariate Linear Regression -- Collinearity and Feature Importance 13 MIN13 分钟 statsalgorithmlinear regression CS229 Problem Sets Spring 2020 1 MIN1 分钟 machine learningmaterial Survival Analysis Case Study Using R 5 MIN5 分钟 Rcasesurvival analysis Survival Analysis -- the Basics 8 MIN8 分钟 statsalgorithmsurvival analysis EM Algorithm Notes 5 MIN5 分钟 machine learningemgmmalgorithm Kernel Method Note 7 MIN7 分钟 machine learningalgorithmkernel Generative Models -- Gaussian Discriminant Analysis 11 MIN11 分钟 machine learningalgorithmGDA Logistic Regression Updated with Newton's Method 5 MIN5 分钟 machine learninglogistic regressionalgorithmNewton's methodloss function Store Almost Any Objects of Python in Files 2 MIN2 分钟 pythonpackage Probabilistic Interpretation of Sum of Square Loss Function 2 MIN2 分钟 machine learningloss functionprobability Positive Semidefinite Matrix in Machine Learning 3 MIN3 分钟 machine learninglinear algebra SMOTE with Python 3 MIN3 分钟 machine learningpythonover sampling