Author: 洪彗庭
Student ID: A061610
In this homework, we are going to discuss 3 problems, which are Bayesian-Inference- for-Gaussian, Bayesian-Linear-Regression and Logistic-Regression respectively.
- hw1-1.pdf: for deriving the posterior distribution of precision matrix.
- hw1-2.pdf: for finding the MAP solution to the precision matrix.
- hw3-4.pdf: for global minimum verification.
- Problem1_Bayesian_Inference_for_Gaussian.ipynb: for solving Bayesian Inference for Gaussian.
- Problem2_Bayesian_Linear_Regression.ipynb: for solving Bayesian Linear Regression problem.
- Problem3_Logistic_Regression.ipynb: for solving Logistic Regression problem.