MLSysBook & TinyTorch

This repository contains two interconnected projects for AI systems education:

📚 MLSysBook - Machine Learning Systems Textbook

An open-source textbook for learning how to engineer AI systems.

• Website: https://mlsysbook.ai
• Directory: book/
• Topics: ML Systems, Edge AI, TinyML, Production ML
• Format: HTML, PDF, EPUB

Quick Start (Book)

cd book
./binder setup
./binder build
./binder preview

🔥 TinyTorch - Educational ML Framework (Coming Soon)

A minimal PyTorch-like framework for learning deep learning internals through hands-on implementation.

• Website: https://tinytorch.ai (coming soon)
• Directory: tinytorch/ (to be added)
• Approach: Progressive 20-module course building a complete ML framework from scratch

Quick Start (TinyTorch)

# Coming after repository restructuring is complete
cd tinytorch
pip install -e .
python -m pytest tests/

🏗️ Repository Structure

MLSysBook/
├── book/                  # MLSysBook textbook
│   ├── quarto/           # Book source files (Quarto)
│   ├── cli/              # Build tools (binder CLI)
│   ├── docker/           # Development containers
│   └── docs/             # Documentation
├── tinytorch/            # TinyTorch framework (to be added)
│   ├── tinytorch/        # Core library
│   ├── modules/          # 20 learning modules
│   ├── tito/             # CLI tool
│   └── tests/            # Test suite
└── .github/              # Shared CI/CD workflows

🤝 Contributing

• Book contributions: See book/docs/contribute.md
• TinyTorch contributions: Coming soon

📄 License

• MLSysBook: CC BY-NC-SA 4.0 (see book/LICENSE.md)
• TinyTorch: MIT License (coming soon)

🌐 Community

• Website: https://mlsysbook.ai
• Discussions: https://github.com/harvard-edge/cs249r_book/discussions
• Issues: https://github.com/harvard-edge/cs249r_book/issues

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Note: This repository is currently being restructured to support both MLSysBook and TinyTorch in a unified codebase. The book/ directory contains all existing MLSysBook content, and the tinytorch/ directory will be added soon.

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