Add separator and action-specific emojis to make it easier to visually
distinguish between workflow types (Build/Publish/Validate) at a glance.
Pattern: Category emoji + Name · Action emoji + Action
- 🔨 Build
- 📤 Publish
- 🔍 Validate
- 🐳 Container
- 🧹 Cleanup
- 🔗 Link Check
- ❤️ Health Check
- Convolution: Position(1,1) result 8→7, final output corrected
- Pooling: Fix element lists and average values for bottom windows
- Matrix multiplication: Fix docstring results 13→16, 37→49
- Neural network layer: Fix matmul results in forward pass example
Fixesharvard-edge/cs249r_book#1144
- Remove @ngbolin from book/.all-contributorsrc (incorrectly added)
- Keep @ngbolin in tinytorch/.all-contributorsrc with 'doc' type
- Regenerate README tables
- Add configuration block at top for easy customization
- Fix project detection to check trigger line first (not just issue context)
- Improve LLM prompt with explicit JSON schema and examples
- Add project aliases support (e.g., 'tito' -> 'tinytorch')
- Fix @ngbolin contribution type (test -> doc)
Position (1,1) with region [[6,7],[0,1]] and kernel [[1,0],[0,1]]
correctly computes to 6×1 + 7×0 + 0×0 + 1×1 = 7, not 8.
Fixesharvard-edge/cs249r_book#1144
- Switch from fontspec/TeX Gyre to standard fonts (mathpazo, helvet, courier)
- Replace emoji package with no-op (title is just "TinyTorch")
- Switch from biblatex/biber to natbib/bibtex
- Works with both lualatex (local) and pdflatex (arXiv)
- Acknowledge CS249r students whose feedback shaped the curriculum
- Acknowledge global mlsysbook.ai community
- Expand GenAI statement to cover framework development
- Frame AI assistance as enabling democratization (single author, 20 modules)
- Remove em-dashes throughout for cleaner prose
Reverts arXiv-specific changes to work with compile_paper.sh:
- Restored fontspec with TeX Gyre fonts
- Restored emoji package
- Restored biblatex with biber backend
- Works with lualatex as expected by compile script
- Replace fontspec/custom fonts with standard LaTeX fonts (mathpazo, helvet, courier)
- Remove emoji package, define empty command for \emoji
- Switch from biblatex/biber to natbib/bibtex for better arXiv support
- Change \printbibliography to \bibliography{references}
- Remove "Tensors to Systems" from subtitle for cleaner title
- Fix @article entries that should be @inproceedings (kannan2022astrasim,
micikevicius2018mixed, strubell2019energy, vaswani2017attention)
- Remove duplicate booktitle field from williams2009roofline
- Standardize year fields across entries
- New title: "TinyTorch: Building Machine Learning Systems from First
Principles: Tensors to Systems"
- Add strategic mentions of AI engineering as an emerging discipline
- Update competency matrix caption to reference AI engineer competencies
- Update conclusion to position TinyTorch as training AI engineers
- Add SEI AI Engineering workshop report reference
- Remove fabricated claim about quantum ML and robotics community forks
that don't actually exist
- Remove "quantum ML" from conclusion's list of future fork variants
- Change "validated through pilot implementations" to "designed for
diverse institutional contexts" since validation is planned future work
