AI Pocket Reference - Supplementary Code

This repository houses supplementary code and Jupyter notebooks that accompany the AI Pocket Reference project.

Repository Structure

The repository is organized by main AI domains to align with the AI Pocket Reference project:

notebooks/
├── fundamentals/
├── nlp/
├── cv/
├── rl/
├── fl/
└── responsible_ai/

Each directory contains supplementary Jupyter notebooks for their corresponding Pocket References The notebooks follow the same naming convention as their pocket reference counterparts (without the .md extension). For example:

• notebooks/nlp/lora.ipynb corresponds to the LoRA pocket reference

This naming convention makes it easy to find the associated code examples and implementations for any given pocket reference.

Running the Notebooks

You can run these notebooks in two ways:

• Through Google Colab: Follow the Colab links provided directly in the pocket reference

• Locally:

  # Clone the repository
  git clone https://github.com/VectorInstitute/ai-pocket-reference-code.git
  cd ai-pocket-reference-code
  
  # Set up your environment
  pip install -r requirements.txt
  
  # Launch Jupyter
  jupyter lab

Contributing

We welcome contributions of new notebooks and improvements to existing ones! Please see our CONTRIBUTING.md guide for details.

License

This project is licensed under the MIT License - see the LICENSE file for details.

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Maintained by Vector AI Engineering