ECEN649: Pattern Recognition
References
Preface
Lecture Notes
1
Introduction
2
Chapter 01
3
Chapter 2: Optimal Classification
4
Chapter 3: Sampled-Based classification
5
Chapter 4: Parametric Classification
Assignments
6
Homework 1
7
Homework 2
8
Homework 3
9
Homework 4
10
Homework4: Problem 6.12
11
Homework 5
Final Project
12
Abstract
13
Predicting Stock Market with Bayesian Nerual Network
14
Dataset before COVID
15
Introduction to Jax
16
Bayesian Neural Network with Jax
References
References
ardianumam. 2017.
“Understanding
Multivariate Gaussian
,
Gaussian Properties
and
Gaussian Mixture Model
.”
Ardian Umam Blog
.
Braga-Neto, Ulisses. 2020.
Fundamentals of Pattern Recognition and Machine Learning
. Springer.
16
Bayesian Neural Network with Jax