labmlai/annotated_deep_learning_paper_implementations
56.5
Adequate · 3 October 2026
31.5k
lines of production code
Python
with JavaScript
1
measurement over time
How this codebase got here
Baseline
- First survey — no prior run to compare against. CAI 57.
Lenses
- Code Health 98
- Architecture 88
- Maturity 53
- Readiness 38
- Security 99
Changes since last survey
- 300 commits — 255 feature/other, 45 fixes
By area
- docs/transformers — 36 commits
- (repo) — 34 commits
- labml_nn/transformers — 29 commits
- (root) — 26 commits
- docs/diffusion — 20 commits
- labml_nn/diffusion — 18 commits
- labml_nn/lora — 13 commits
- labml_nn/normalization — 13 commits
- docs/zh — 10 commits
- labml_nn/neox — 10 commits
- docs/sitemap.xml — 9 commits
- docs/lora — 7 commits
- translate_cache/transformers — 7 commits
- docs/neox — 6 commits
- docs/index.html — 4 commits
- docs/ja — 4 commits
- docs/papers.json — 4 commits
- labml_nn/optimizers — 4 commits
- docs/rl — 3 commits
- labml_nn/RWKV — 3 commits
Notable commits
- fix: Fix RoPE inner product equation & add note on the difference in implementation with the original paper
- fix: Fix checkpoint path
- fix: Fix data path
- fix: LoRA GPT2 n_heads fix and notes
- fix: LoRA GPT2 n_heads fix and notes
- fix: LoRA GPT2 n_heads fix and notes
- fix: LoRA typo fix
- fix: Merge pull request #221 from lizhuoq/fix
- fix: Typo fixes (#125)
- fix: comet links fix
- fix: deep norm fix
- fix: diffusion bracket fix
- fix: fix
- fix: fix
- fix: fix
- fix: fix
- fix: fix
- fix: fix
- fix: fix
- fix: fix
- …and 280 more
Architecture
- 0 containers · 1 bounded contexts · 0 dependency edges (baseline)
Written by watchdog.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.
Survey your own repository
labmlai/annotated_deep_learning_paper_implementations was measured the same way every project in this corpus was: the same rubric, at a pinned commit, with the result published in full. Point a surveyor at a repository you know and see whether you agree with it.
About this page
- The score is its most recent published measurement, taken on 3 October 2026 at a pinned commit. It is not a live figure and does not change until the project is measured again.
- Measured at commit 33ab02281c2b928e6b32792909cc79cbdcfe1d6a — the exact code this score is about.
- Scored under rubric-2026.10.1 — the same rubric and the same method as every other entry in this index.
- Measured by watchdog.canine.dev using codehealth-analyzer preprod-24c657e50118.