mkdocs.yml

site_name: Data Science in Python
theme:
    name: 'material'
    palette:
        # primary: 'blue'
      # Light mode
      - media: "(prefers-color-scheme: light)"
        scheme: default
        primary: indigo
        accent: indigo
        toggle:
          icon: material/toggle-switch-off-outline
          name: Switch to dark mode
      # Dark mode
      - media: "(prefers-color-scheme: dark)"
        scheme: slate
        primary: blue
        accent: blue
        toggle:
          icon: material/toggle-switch
          name: Switch to light mode

nav:
    - Introduction: index.md
    - ML Process: process.md
    - Datasets: datasets.md
    - Data Exploration: data-exploration.md
    - Data Preparation:
      - Feature Preprocessing: data-preprocessing.md
      - Feature Scaling: data-scaling.md
      - Feature Engineering: data-engineering.md
      - Class Imbalance: data-classimbalance.md
    - Model Concepts: model-concepts.md
    - Model Supervised:
      - Classification: model-supervised1.md
      - Regression: model-supervised2.md
    - Model Unsupervised:
      - Transformation: model-unsupervised1.md
      - Clustering: model-unsupervised2.md
      - One-Class: model-unsupervised3.md
      - Distance: model-unsupervised4.md
    - Recommender Systems:
      - Association: rre-association.md
    - Model Selection:
      - Cross Validation: model-crossvalidation.md
      - Model Tuning: model-tuning.md
      - Model Evaluation: model-evaluation.md
      - Model Explainability: model-explainability.md
    - Model Persistence: persistence.md

repo_name: mapattacker/datascience
repo_url: https://github.com/mapattacker/datascience

markdown_extensions:
    - pymdownx.highlight
    - pymdownx.superfences