aup-ai-tutorials/_toc.yml at main · AMDResearch/aup-ai-tutorials · GitHub

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# Copyright (C) 2025 Advanced Micro Devices, Inc. All rights reserved.
# SPDX-License-Identifier: MIT

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

format: jb-book
root: intro
parts:
  - caption: Paths
    chapters:
      - file: paths
  - caption: AI Fundamentals
    chapters:
      - file: fundamentals
        sections:
          - file: fundamentals/math-fundamentals
          - file: fundamentals/ml-fundamentals
          - file: fundamentals/genai-fundamentals
  - caption: Setup Environment
    chapters:
      - file: env/env
        sections:
          - file: env/env-cpu
          - file: env/env-gpu
          - file: env/env-gpu-windows
  - caption: Get Started
    chapters:
      - file: get-started
        sections:
          - file: get-started/hf
            sections:
              - file: get-started/hf/mnist-mlp
              - file: get-started/hf/semantic-segmentation
              - file: get-started/hf/yolov10
              - file: get-started/hf/flan-t5-small
              - file: get-started/hf/gemma2
              - file: get-started/hf/whisper
              - file: get-started/hf/phi-3-vision
              - file: get-started/hf/phi-3-mini-instruct
          - file: get-started/pytorch
            sections:
              - file: get-started/pytorch/lenet
              - file: get-started/pytorch/resnet50
          - file: get-started/genai
  - caption: Design your own Model
    chapters:
      - file: design-model
        sections:
          - file: train/mandelbrot_dataset
          - file: train/mandelbrot_train
          - file: train/fashion_mnist_cnn
          - file: train/pneumonia_detection_pt
          - file: train/yolov8_custom_dataset
  - caption: Specializing
    chapters:
      - file: specializing
        sections:
          - file: specializing/resnet_transfer_learning
          - file: specializing/finetune_distilbert
          - file: specializing/llama3-fine-tuning
  - caption: Optimizing
    chapters:
      - file: optimizing
  - caption: Tutorials
    chapters:
      - file: tutorials
  - caption: Model Serving
    chapters:
      - file: serving
  - caption: Glossary
    chapters:
      - file: glossary
  - caption: Contribute
    chapters:
      - file: CONTRIBUTING