web447/_quarto.yml at main · UBC-Stat-ML/web447 · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
project:
  type: website

website:
  title: "STAT 405"
  sidebar:
    collapse-level: 1
    contents:
      - text: "Syllabus"
        file: syllabus.qmd
      - schedule.qmd
      - project.qmd
      - text: "---"
      - section: "Introduction"
        contents:
          - auto: "w00_intro/*"
      - section: "Probability essentials"
        contents:
          - auto: "w01_discrete_inference/*"
          - text: "Exercises"
            file: exercises/ex01.qmd
      - section: "Bayes on a discrete model"
        contents:
          - auto: "w02_discrete_bayes/*"
          - text: "Exercises"
            file: exercises/ex02.qmd
          - text: "Challenge"
            file: challenges/ch02.qmd
      - section: "A first look at PPLs"
        contents:
          - auto: "w03_ppl/*"
          - text: "Exercises"
            file: exercises/ex03.qmd
          - text: "Challenge"
            file: challenges/ch03.qmd
      - section: "The joy of probabilistic modelling"
        contents:
          - auto: "w04_glms/*"
          - text: "Exercises"
            file: exercises/ex04.qmd
          - text: "Challenge"
            file: challenges/ch04.qmd
      - section: "Some theory"
        contents:
          - auto: "w05_properties/*"
          - text: "Exercises"
            file: exercises/ex05.qmd
          - text: "Challenge"
            file: challenges/ch05.qmd
      - section: "Hierarchical models"
        contents:
          - auto: "w06_hierarchical/*"
          - text: "Exercises"
            file: exercises/ex06.qmd
          - text: "Challenge"
            file: challenges/ch06.qmd
      - section: "Quiz 1"
        contents:
          - auto: "w07_quiz1/*"
      - section: "Intro to MCMC"
        contents:
          - auto: "w08_mcmc1/*"
          - text: "Exercises"
            file: exercises/ex07.qmd
      - section: "Bayesian workflow"
        contents:
          - auto: "w09_workflow/*"
          - text: "Exercises"
            file: exercises/ex08.qmd
          - text: "Challenge"
            file: challenges/ch08.qmd
      - section: "Modelling techniques"
        contents:
          - auto: "w10_modelling/*"
      - section: "Quiz 2"
        contents:
          - auto: "w11_quiz2/*"
      - section: "MCMC Hacking"
        contents:
          - auto: "w12_mcmc2/*"
          - text: "Exercises"
            file: exercises/ex09.qmd
          - text: "Challenge"
            file: challenges/ch09.qmd
      - section: "Advanced inference"
        contents:
          - auto: "w13_advanced_infer/*"
          - text: "Exercises"
            file: exercises/ex10.qmd
          - text: "Challenge"
            file: challenges/ch10.qmd
      - section: "Annexes"
        contents:
          - auto: "annexes/*"


format:
  html:
    theme: cosmo
    css: styles.css
    toc: true
    linkcolor: black

editor: source

execute:
  cache: true