Jupyter Notebook Open-Source Supply-Chain Review
Jupyter Notebook repository pattern findings, supply-chain review signals and scan coverage.
Report generated: 2026-11-14 17:29 UTC.
Primary repository language: Jupyter Notebook. 87 successful scans; 87 with a score, positive coverage and complete version metadata. Mean values are grouped by version; individual scores below are review prompts, not confirmed package incidents.
| Language | Scanned repos | Repos scored | Mean index / 100 | Schema / engine / scoring |
|---|---|---|---|---|
| Jupyter Notebook | 87 | 87 | 10.91 | 1.0.0 / 2.0.0 / heuristic-density-v1 |
Repository evidence
| Repository | Supply-chain index / 100 | Schema / engine / scoring | Lines scanned | Scan date |
|---|---|---|---|---|
| datawhalechina/competition-baseline | 80.97 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 13,759 | 2026-10-31 |
| AnswerDotAI/nbdev | 65.01 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 7,762 | 2026-10-31 |
| fastai/fastai | 53.70 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 20,095 | 2026-10-31 |
| zjunlp/EasyEdit | 36.77 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 118,966 | 2026-10-31 |
| microsoft/OmniParser | 32.68 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 7,960 | 2026-10-31 |
| google-gemma/cookbook | 31.39 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 26,443 | 2026-10-31 |
| AnswerDotAI/fasthtml | 30.90 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 21,169 | 2026-10-31 |
| unslothai/notebooks | 28.12 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 269,309 | 2026-10-31 |
| geekyutao/Inpaint-Anything | 27.73 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 45,267 | 2026-10-31 |
| AI4Finance-Foundation/FinGPT | 27.51 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 44,995 | 2026-10-31 |
| AI4Finance-Foundation/FinRL | 27.17 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 22,554 | 2026-10-31 |
| google-gemini/cookbook | 24.79 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 15,620 | 2026-10-31 |
| ed-donner/agents | 21.27 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 384,379 | 2026-10-31 |
| huggingface/notebooks | 20.76 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 5,587 | 2026-10-31 |
| NirDiamant/agents-towards-production | 18.23 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 6,088 | 2026-10-31 |
| openai/openai-cookbook | 18.23 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 248,368 | 2026-10-31 |
| lyogavin/airllm | 17.73 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 12,294 | 2026-10-31 |
| ed-donner/llm_engineering | 17.63 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 281,501 | 2026-10-31 |
| guidance-ai/guidance | 17.48 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 35,924 | 2026-10-31 |
| microsoft/FLAML | 17.27 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 69,222 | 2026-10-31 |
| AnswerDotAI/llms-txt | 16.45 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 1,669 | 2026-10-31 |
| gepa-ai/gepa | 16.38 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 93,766 | 2026-10-31 |
| AkashSingh3031/The-Complete-FAANG-Preparation | 16.00 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 218,094 | 2026-10-31 |
| HugoBlox/hugo-theme-academic-cv | 15.24 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 5,444 | 2026-10-31 |
| google-research/google-research | 15.02 | 1.0.0 / 2.0.0 / heuristic-density-v1 | 4,038,155 | 2026-10-31 |
Pattern signals are prompts for human review, not proof of AI authorship, security vulnerabilities, missing packages, measured review time or code quality. Selection, scan coverage and scoring versions limit comparisons.