mirror of https://github.com/MLSysBook/TinyTorch.git synced 2026-03-12 06:33:34 -05:00

Files

Vijay Janapa Reddi 56d8feb2ba Improve SIGCSE paper with reviewer feedback and clean up repository

Paper improvements:
- Add differentiated time estimates (60-80h experienced, 100-120h typical, 140-180h struggling)
- Moderate cognitive load claims with hedging language and empirical validation notes
- Add ML Systems Research subsection with citations (Baydin AD survey, Chen gradient checkpointing, TVM, FlashAttention)
- Add comprehensive Threats to Validity section (selection bias, single institution, demand characteristics, no control group, maturation, assessment validity)
- Define jargon (monkey-patching) at first use with clear explanation

Documentation updates:
- Restructure TITO CLI docs into dedicated section (overview, modules, milestones, data, troubleshooting)
- Update student workflow guide and quickstart guide
- Remove deprecated files (testing-framework.md, tito-essentials.md)
- Update module template and testing architecture docs

Repository cleanup:
- Remove temporary review files (ADDITIONAL_REVIEWS.md, EDTECH_OPENSOURCE_REVIEWS.md, TA_STRUGGLING_STUDENT_REVIEWS.md, etc.)
- Remove temporary development planning docs
- Update demo GIFs and configurations

2025-11-16 23:46:38 -05:00

development

Improve SIGCSE paper with reviewer feedback and clean up repository

2025-11-16 23:46:38 -05:00

nbgrader

Update documentation for site/ migration and restructuring

2025-11-10 19:42:48 -05:00

_config_pdf.yml

Update documentation for site/ migration and restructuring

2025-11-10 19:42:48 -05:00

_toc_pdf.yml

Update documentation for site/ migration and restructuring

2025-11-10 19:42:48 -05:00

cifar10-training-guide.md

docs: update module references in README and guides

2025-11-09 12:42:27 -05:00

cover.md

Update documentation for site/ migration and restructuring

2025-11-10 19:42:48 -05:00

INSTRUCTOR_GUIDE.md

Add progressive demo system with repository reorganization

2025-09-18 17:36:32 -04:00

preface.md

Update documentation for site/ migration and restructuring

2025-11-10 19:42:48 -05:00

README.md

docs: Major cleanup - 46 → 12 essential docs

2025-09-27 17:04:19 -04:00

STUDENT_QUICKSTART.md

Update documentation for site/ migration and restructuring

2025-11-10 19:42:48 -05:00

tinytorch-assumptions.md

feat: Implement TinyTorch complexity framework for academic friendliness

2025-09-27 16:59:00 -04:00

README.md

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.

Start here:

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