_toc.yml

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

format: jb-book
root: intro
parts:
- chapters:
  - file: labs/Lab 0 - Prerequisites
- caption: Lectures
  chapters:
  - file: notebooks/01 - Introduction
  - file: notebooks/02 - Linear Models
  - file: notebooks/03 - Model Evaluation
  - file: notebooks/04 - Ensemble Learning
  - file: notebooks/05 - Data Preprocessing
  - file: notebooks/06 - Neural Networks
  - file: notebooks/07 - Convolutional Neural Networks
  - file: notebooks/08 - Transformers
- caption: Labs
  chapters:
  - file: labs/Lab 1a - Linear Models for Regression
  - file: labs/Lab 1b - Linear Models for Classification
  - file: labs/Lab 2 - Model Selection
  - file: labs/Lab 3a - Ensembles
  - file: labs/Lab 3b - Pipelines.ipynb
# - file: labs/Lab 4 - Neural Networks
# - file: labs/Lab 5 - Convolutional Neural Networks
# - file: labs/Lab 6 - Transformers
- caption: Tutorials
  chapters:
  - file: notebooks/Tutorial 1 - Python.ipynb
  - file: notebooks/Tutorial 2 - Python for Data Analysis.ipynb
  - file: notebooks/Tutorial 3 - Machine Learning in Python.ipynb
  - file: labs/Lab 1 - Tutorial.ipynb
  - file: labs/Lab 2 - Tutorial.ipynb
  - file: labs/Lab 3 - Tutorial.ipynb
# - file: labs/Lab 4 - Tutorial.ipynb
# - file: labs/Lab 6 - Tutorial.ipynb