maximum_likelihood_estimateMLE: 找到一组参数值，使得观察到的数据出现的概率最大。2024-08-30/posts/optimazationmethods/mle/maximum_likelihood_estimate/ map[email:1522009317@qq.com name:fmh]#Optimization#MLE#GD/SGD
Linear Regression: frequentist and bayesianYou’ve got to draw the line somewhere.2021-08-25/posts/regressionmodels/linear_regression/ map[email:1522009317@qq.com name:fmh]#Least Square#Coefficient Estimate#Hypothesis Test#SGD#KL Divergence#MLE/MAP