project:
  type: website
website:
  title: "My AI Cookbook"
  page-footer:
    center: 
      - text: "About"
        href: about.qmd
      - text: "Who Am I"
        href: whoami.qmd
      - text: "My resume"
        href: about_resume.qmd
      - text: "My AI Blog"
        href: blog/index.qmd
      - icon: linkedin
        href: https://www.linkedin.com/in/sebdg/
  sidebar:
    style: "floating"
    search: true
    tools:
      - icon: linkedin
        href: https://www.linkedin.com/in/sebdg/
    collapse-level: 3
    contents:
      - section: "About"
        contents:
          - href: whoami.qmd
            text: Who Am I ?
          - href: about.qmd
            text: About this Cookbook

      - section: "Thoughts"
        contents: 
          - href: theory/dont_mess_with_kittens.qmd
            text: "High Stakes, and... Kittens"
          - href: theory/good_enough.qmd
            text: "What is Good Enough ?"

      - section: "Theory"
        contents:
          - href: theory/activations.qmd
            text: "Activation Functions"          
          - href: theory/backpropagation.qmd
            text: "Backpropagation"

          - href: theory/architectures.qmd
            text: "Network Architectures"
          - href: theory/layers.qmd
            text: "Layer Types"
          - href: theory/convultions.qmd
            text: "Convultions"
          - href: theory/featureextraction.qmd
            text: "Feature Extraction"
          - href: theory/metrics.qmd
            text: "Metric Types"
          - href: theory/evaluation_generalization.qmd
            text: "Generalization"
          - href: theory/optimizers.qmd
            text: "Optimizers"
          - href: theory/quantization.qmd
            text: "Quantization"
          - href: theory/perplexity_in_ai.qmd
            text: "Perplexity and Quantization"
          - href: theory/regularization.qmd
            text: "Regularization"
          - section: "Training"
            href: theory/training.qmd
            contents:
            - href: theory/dying_neurons.qmd
              text: "Dying Neurons"
            - href: theory/overfitting.qmd
              text: "Overfitting"
            - href: theory/underfitting.qmd
              text: "Underfitting"
            - href: theory/early_stopping.qmd
              text: "Early Stopping"
            - href: theory/hyperparameter_tuning.qmd
              text: "Hyperparameter Tuning"
            - href: theory/unsupervised_learning.qmd
              text: "Unsupervised Learning"
            - href: theory/semi_supervised_learning.qmd
              text: "Semi-Supervised Learning"
            - href: theory/supervised_learning.qmd
              text: "Supervised Learning"
            - href: theory/transfer_learning.qmd
              text: "Transfer Learning"
            - href: theory/meta_learning.qmd
              text: "Meta Learning"
            - href: theory/deep_reinforcement_learning.qmd
              text: "Deep Reinforcement Learning"


          - href: theory/perplexity_in_ai.qmd
            text: "Perplexity and Quantization"
          - href: theory/mixture_of_models.qmd
            text: "Mixture of Models"

      - section: "Large Language Models"
        contents:
          - href: llms/tasks.qmd
            text: "Tasks"
          - href: llms/tokenizers.qmd
            text: "Tokenizers"
          - href: llms/embeddings.qmd
            text: "Embeddings"

          - href: llms/prompting.qmd
            text: "Prompting"
          - href: theory/chainoftoughts.qmd
            text: "Chain of toughts"
          - href: llms/finetuning.qmd
            text: "Fine-tuning and Lora"
          - href: llms/autotrain.qmd
            text: "Auto-Train(ing) on HuggingFace"
          - href: llms/rag_systems.qmd
            text: "Retrival Augmented Generation"
          - href: llms/synthetic_emotions.qmd
            text: "Synthetic Emotions (Dataset Generation)"

      - section: "Computer Vision Models"
        contents:
            - href: vision/tasks.qmd
              text: "Tasks"
      
      - section: "Tools and Frameworks"
        contents:
            - href: tools/frameworks.qmd
              text: "Frameworks"
            - href: tools/platforms.qmd
              text: "Platforms"
      
      - section: "Blog"
        contents:
            - href: blog/index.qmd
              text: "Blog"
format:
  html:
    theme: sketchy
    css: styles.css
    toc: true