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Complete LaTeX source for academic paper on TinyTorch pedagogical approach. Key contributions: - Progressive disclosure via monkey-patching - Systems-first curriculum design - Historical milestone validation - Constructionist framework building Includes 7 sections, 3 tables, 5 code listings, 22 references. All reviewer feedback incorporated. Ready for submission to ArXiv, SIGCSE 2026, ICER 2026.
66 lines
1.6 KiB
Markdown
66 lines
1.6 KiB
Markdown
# TinyTorch Research Paper
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Complete LaTeX source for the TinyTorch research paper.
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---
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## Files
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- **[paper.tex](paper.tex)** - Main paper (~12-15 pages, two-column format)
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- **[references.bib](references.bib)** - Bibliography (22 references)
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- **[compile_paper.sh](compile_paper.sh)** - Build script (requires LaTeX installation)
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---
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## Quick Start: Get PDF
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### Option 1: Overleaf (Recommended)
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1. Go to [Overleaf.com](https://www.overleaf.com)
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2. Create free account
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3. Upload `paper.tex` and `references.bib`
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4. Click "Recompile"
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5. Download PDF
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### Option 2: Local Compilation
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```bash
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./compile_paper.sh
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```
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Requires LaTeX installation (MacTeX or BasicTeX).
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---
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## Paper Details
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- **Format**: Two-column LaTeX (conference-standard)
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- **Length**: ~12-15 pages
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- **Sections**: 7 complete sections
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- **Tables**: 3 (framework comparison, learning objectives, performance benchmarks)
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- **Code listings**: 5 (syntax-highlighted Python examples)
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- **References**: 22 citations
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---
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## Key Contributions
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1. **Progressive disclosure via monkey-patching** - Novel pedagogical pattern
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2. **Systems-first curriculum design** - Memory/FLOPs from Module 01
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3. **Historical milestone validation** - 70 years of ML as learning modules
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4. **Constructionist framework building** - Students build complete ML system
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Framed as design contribution with empirical validation planned for Fall 2025.
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---
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## Submission Venues
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- **ArXiv** - Immediate (establish priority)
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- **SIGCSE 2026** - August deadline (may need 6-page condensed version)
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- **ICER 2026** - After classroom data (full empirical study)
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---
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Ready for submission! Upload to Overleaf to get your PDF.
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