Minimal DL library in C
24 NAIVE CUDA/CPU ops, autodiff, Python API
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HN · launched Dec 17, 2025 · 13 upvotes (top 43%) · 0 views
Niche: deep learning frameworks · 48 launches, 0 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 48 launches in deep learning frameworks →
Could you build this?
No Writing deep learning primitives with custom naive CUDA/C kernels and reverse-mode automatic differentiation demands low-level systems programming and mathematical rigor beyond what AI scaffolding can reliably produce.
What it would actually take: The project requires C and CUDA kernel programming paired with Python C-FFI or PyBind11 bindings, implementing computational graph DAG traversal and memory management for backpropagation. The primary challenge lies in correct CUDA thread synchronization, numerical stability, and leak-free dynamic graph tracking. This demands specialized domain knowledge in parallel computing, GPU architecture, and differential calculus.
Discussion
1 comment analyzed.
Competitors
Other products that read as similar to this one : 1053 launches clear the similarity bar, closest 8 shown.
Attention rank: #451 of 1054 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 47 days after the earliest competitor.
- Transpilatron · hn · 2026-06-15 · 5 upvotes · similarity 0.58
- Flint · hn · 2026-08-29 · 13 upvotes · similarity 0.53
- mvcc · github · 2026-09-23 · 51 upvotes · similarity 0.53
- RUDA · github · 2026-09-09 · 14 upvotes · similarity 0.52
- agentic-cuda-optimizer · github · 2026-09-24 · 35 upvotes · similarity 0.50
- eggshell · github · 2026-11-03 · 103 upvotes · similarity 0.48
- MCDMA · github · 2026-09-14 · 79 upvotes · similarity 0.48
- turbo-c-plus-plus-ide · github · 2026-11-10 · 102 upvotes · similarity 0.48
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