Commit Graph

2 Commits

Author SHA1 Message Date
Vijay Janapa Reddi
97e0563614 Add community and benchmark features with baseline validation
- Implement tito benchmark baseline and capstone commands
- Add SPEC-style normalization for baseline benchmarks
- Implement tito community join, update, leave, stats, profile commands
- Use project-local storage (.tinytorch/) for user data
- Add privacy-by-design with explicit consent prompts
- Update site documentation for community and benchmark features
- Add Marimo integration for online notebooks
- Clean up redundant milestone setup exploration docs
- Finalize baseline design: fast setup validation (~1 second) with normalized results
2025-11-20 00:17:21 -05:00
Vijay Janapa Reddi
a13b4f7244 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