_toc.yml

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

format: jb-book
root: intro
parts:
- caption: Daily Log
  chapters:
  - file: table_of_contents
  - file: entries
    sections:
    - file: prep_work_entries
    - file: movie_watching_entries
    - file: recurrent_nn_entries
    - file: encoder_decoder_entries
    - file: ff_entries
    - file: transformers_entries
    - file: moving_circles_entries
- caption: Prep Work
  chapters:
  - file: prep/deep_learning/deep_learning
    sections:
    - file: prep/deep_learning/dl_intro_notes
    - file: prep/deep_learning/dl_tutorial1
    - file: prep/deep_learning/dl_tutorial1_code
    - file: prep/deep_learning/dl_tutorial2
    - file: prep/deep_learning/dl_tutorial2_code
  - file: prep/log_reg/logistic_regression
    sections:
    - file: prep/log_reg/diabetes-logreg
    - file: prep/log_reg/diabetes-summary

- caption: Movie Watching Dataset
  chapters:
  - file: hcp_data/hcp_summary
    sections:
    - file: hcp_data/data
  - file: hcp_data/hcp_logreg
    sections:
    - file: hcp_data/hcp_logreg_indivtime
    - file: hcp_data/hcp_logreg_permtest
  - file: multiple_inference

- caption: Neural Networks
  chapters:
  - file: hcp_data/ff_summary
    sections:
    - file: hcp_data/ff
  - file: recurrent_nn
    sections:
    - file: hcp_data/lstm-book

- caption: Attention
  chapters:
  - file: hcp_data/attention_methods
    sections:
    - file: hcp_data/attention-book
  - file: hcp_data/ff_attention_summary
    sections:
    - file: hcp_data/ff_attention
  - file: hcp_data/gru_attention
  - file: hcp_data/transformers_summary
    sections:
    - file: hcp_data/transformer
    - file: hcp_data/transformer_multihead
    - file: hcp_data/transformer_position
- caption: Moving Circles Dataset
  chapters:
  - file: appr_retr/appr_retr_rnn
  - file: appr_retr/appr_retr_transformer