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7f34f26a5c9db6789dbded15ab795379352e3e8a
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4 Commits

Author SHA1 Message Date
wassname 7f34f26a5c refactor(ml_debug): extract RL debugging into rl/ sub-skill 
Part 2 (RL-Specific Debugging) + RL-specific sources moved to
ml_debug/rl/SKILL.md as a sub-skill, following the pinn/ precedent.
Parent SKILL.md reduced from 9158w to 7229w (~21%).
General sources (Goodfellow, CS231n, Tobin, Ng) kept in parent.
 2026-03-06 13:36:29 +08:00
wassname 7a9c667aa7 chore: add wassname attribution to description, gitignore dlbooks 2026-03-06 12:17:50 +08:00
wassname 463c8fdbbc fix: apply Gemini review fixes (device kwarg, gradcheck requires_grad, torch prefix) 
Review: Gemini 3.1 Pro approved. 3 fixes applied:
- pinn/SKILL.md: PchipFunction torch.tensor missing device=h.device (GPU crash)
- SKILL.md: gradcheck needs .requires_grad_(True) on doubled inputs
- SKILL.md: loss surface pseudocode now has torch. prefix + indexing='ij'
 2026-03-06 12:15:37 +08:00
wassname 4393cceefd initial: ML debugging folklore skill 
Deep research to uplift LLMs for ML debugging, opinionated by source
selection. Distilled from Schulman, Jones, Rahtz, Goodfellow, CS231n,
FSDL, and more. Includes runnable diagnostic scripts and LLM-specific
anti-patterns.

Author: wassname (https://github.com/wassname)
 2026-03-06 10:11:30 +08:00