TinyTorch/docs

TinyTorch Documentation

This directory contains essential documentation for TinyTorch development and usage.

📚 User Documentation

• STUDENT_QUICKSTART.md - Getting started guide for students
• INSTRUCTOR_GUIDE.md - Setup and grading guide for instructors
• cifar10-training-guide.md - Complete guide to achieving the north star goal (75% CIFAR-10 accuracy)

🔧 Development Documentation

• tinytorch-assumptions.md - CRITICAL: TinyTorch complexity framework and implementation guidelines
• tinytorch-textbook-alignment.md - Alignment with ML systems textbooks

Development Standards

• development/module-rules.md - Module development standards and patterns
• development/nbgrader-standardized-testing.md - Testing standards
• development/nbgrader-testing-template.md - Testing templates

NBGrader Integration

• nbgrader/NBGrader_Quick_Reference.md - Daily use commands and workflow
• nbgrader/NBGRADER_STYLE_GUIDE.md - Style guide for NBGrader cells
• nbgrader/NBGrader_Text_Response_Technical_Implementation.md - Technical implementation details

📦 Archive

The archive/ directory contains historical documentation that's no longer actively maintained but preserved for reference.

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Start here:

• Students: Read STUDENT_QUICKSTART.md
• Instructors: Read INSTRUCTOR_GUIDE.md
• Developers: Read tinytorch-assumptions.md FIRST, then development/module-rules.md