stats305b/_toc.yml at winter2025 · slinderman/stats305b · 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
format: jb-book
root: index

parts:
  - caption: Notes
    chapters:
    - file: lectures/01_distributions.ipynb
    - file: lectures/02_contingency_tables_v2.ipynb
    - file: lectures/03_logreg.ipynb
    - file: lectures/04_expfam.ipynb
    - file: lectures/05_glms_solns.ipynb
    - file: lectures/06_sparse_glms_solns.ipynb
    - file: lectures/07_bayes.ipynb
    - file: lectures/08_mcmc.ipynb
    - file: lectures/08_bayes_glms_soln.ipynb
    - file: lectures/09_vi.ipynb
    - file: lectures/10_mixtures.ipynb
    - file: lectures/11_hmms.md
    - file: lectures/12_lglvms.ipynb
    - file: lectures/13_vaes.ipynb
    - file: lectures/14_transformers.md
    - file: lectures/15_rnns.md
    - file: lectures/16_diffusion.md
    - file: lectures/17_poisson_processes.ipynb
    - file: lectures/18_discrete_diffusion.ipynb

  - caption: Assignments
    chapters:
    - file: assignments/hw0/hw0.ipynb
    - file: assignments/hw1/hw1.ipynb
    - file: assignments/hw2/hw2.ipynb
    - file: assignments/hw3/hw3.ipynb
    - file: assignments/hw4/hw4.ipynb


  - caption: References
    chapters:
    - file: lectures/99_references.md