698b77f2d3
chore: fix .gitignore (dlbooks path, *_log.md pattern)
2026-03-06 12:22:22 +08:00
9e30cf7039
chore: remove duplicate subtitle file and log (now gitignored)
2026-03-06 12:21:54 +08:00
fa41fecef2
Delete docs/dlbooks
2026-03-06 12:19:12 +08:00
7a9c667aa7
chore: add wassname attribution to description, gitignore dlbooks
2026-03-06 12:17:50 +08:00
463c8fdbbc
fix: apply Gemini review fixes (device kwarg, gradcheck requires_grad, torch prefix)
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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
2db012dd2c
docs(pinn): add Wang 2021 and Rathore 2024 evidence files
2026-03-06 12:12:51 +08:00
a90624b36d
feat(pinn): add pinn/ sub-skill with SKILL.md and evidence
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SKILL.md: 478-line PINN training best practices (complexity ladder,
nondim, architecture, optimization, loss design, sampling, property
mappings, ConFIG, domain decomposition).
docs/evidence/: 6 files -- krishnapriyan2021, sukumar2022, wang2022
causal, wang2022+2023 expert guides, Brunton youtube transcripts.
Missing evidence (to fetch): Wang 2001.04536 (gradient pathologies),
Rathore 2402.01868 (ICML loss landscape).
Author: wassname (https://github.com/wassname )
2026-03-06 11:48:41 +08:00
51c9a2df44
docs: add README with author credit and usage
2026-03-06 10:16:24 +08:00
95fee7b5cb
chore: include Goodfellow chapters (author encourages sharing)
2026-03-06 10:16:00 +08:00
4393cceefd
initial: ML debugging folklore skill
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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
wassname