_toc.yml

format: jb-book
root: README
parts:
  - caption: Theoretical background 
    chapters:
      - file: chapters/fundamentals/probabilities
      - file: chapters/fundamentals/inference
      - file: chapters/fundamentals/information_theory
      - file: chapters/fundamentals/generative_models
      - file: chapters/numpyro/basics
  - caption: Conjugate bayesian models 
    chapters:
    - file: chapters/bayesian/linear_regression
    - file: chapters/bayesian/pca
    - file: chapters/bayesian/gp1
      #    - file: chapters/bayesian/gp2
  - caption: Approximate inference
    chapters:
    - file: chapters/variational/approx_inference
    - file: chapters/variational/svi
    - file: chapters/variational/vi_advances
    - file: chapters/variational/nf
  - caption: Neural networks
    chapters:
    - file: chapters/neural_networks/flax
    - file: chapters/neural_networks/ae
    - file: chapters/neural_networks/vae
    - file: chapters/neural_networks/bayesian
    - file: chapters/neural_networks/bayesian2