_toc.yml

# Table of contents
# Learn more at https://jupyterbook.org/customize/toc.html

format: jb-book
root: intro.md
options:
  numbered: True

chapters:
- file: notebooks/Random_Variable_Generation/Preface.ipynb
  sections:
  - file: notebooks/Random_Variable_Generation/RVGI.ipynb
  # - file: notebooks/Random_Variable_Generation/ImpRV.ipynb
  # - file: notebooks/Random_Variable_Generation/RVGII.ipynb
  # - file: notebooks/Random_Variable_Generation/Prng.ipynb
- file: notebooks/Monte_Carlo_Methods/Preface.ipynb
  sections:
  - file: notebooks/Monte_Carlo_Methods/Monte_Carlo_Integration.ipynb
- file: notebooks/Simulation_Based_Inference/Preface.ipynb
  sections:
  - file: notebooks/Simulation_Based_Inference/Markov_Chains.ipynb
  - file: notebooks/Simulation_Based_Inference/Gibbs_Sampling.ipynb
  - file: notebooks/Simulation_Based_Inference/Metropolis_Hastings.ipynb
  - file: notebooks/Simulation_Based_Inference/Evidence_Calculation.ipynb
  - file: notebooks/Simulation_Based_Inference/High_Dimensional_Data.ipynb
  - file: notebooks/Simulation_Based_Inference/Hamiltonian_Monte_Carlo.ipynb
- file: notebooks/Probabilistic_Modelling/preface.ipynb
  sections:
  - file: notebooks/Probabilistic_Modelling/Graphical_Models.ipynb
  - file: notebooks/Probabilistic_Modelling/GLMs.ipynb
  - file: notebooks/Probabilistic_Modelling/LVMs.ipynb
- file: notebooks/Maths_Appendix/Preface.ipynb
  sections:
  - file : notebooks/Maths_Appendix/Basic_Probability.ipynb
  - file : notebooks/Maths_Appendix/Basic_Statistics.ipynb
  - file : notebooks/Maths_Appendix/Information_Theory.ipynb