_toc.yml

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

format: jb-book
root: intro
parts:
- caption: Coding background
  chapters:
  - file: assert
  - file: arrays_and_images
  - file: where_and_argmin
  - file: where_2d
  - file: image_for_optimize
  - file: pathlib
  - file: dictionaries
  - file: pandas_and_dicts
  - file: lambda_functions
- caption: Reading formulae
  chapters:
  - file: on_vectors
  - file: numpy_and_vectors
  - file: algebra_of_sums
  - file: lin_regression_notation
  - file: vector_projection
  - file: pca_introduction
  - file: pca_dimension_reduction
- caption: Intermediate regression
  chapters:
  - file: lin_regression_multiple_predictors
  - file: epl_modeling
  - file: linear_regression_categorical_predictors
  - file: multiple_predictors_statistical_adjustment
  - file: logistic_regression_cross_validation
  - file: cost_functions
  - file: matrix_notation
- caption: Classification
  chapters:
  - file: naive_bayes
  - file: k_means
  - file: kernel_density_estimation
- caption: Working with data
  chapters:
  - file: data_work
- caption: The tools
  chapters:
  - file: installation
  - file: the-problem-with-notebooks