feat(scripts): add notebook generator and lesson notebooks by jayanthansenthilkumar · Pull Request #461 · rohitg00/ai-engineering-from-scratch

jayanthansenthilkumar · 2026-09-08T07:14:32Z

Adds utility scripts scripts/create_lesson_notebook.py and scripts/generate_all_notebooks.py alongside interactive notebook/experiment.ipynb artifacts across curriculum lessons. Follows the optional notebook experimentation structure defined in CONTRIBUTING.md while maintaining 100% invariant compliance.

What this PR does

Adds automation tooling (scripts/create_lesson_notebook.py and scripts/generate_all_notebooks.py) to generate, manage, and audit interactive Jupyter Notebooks (experiment.ipynb) across all curriculum lessons in accordance with the optional notebook structure defined in CONTRIBUTING.md.

Kind of change

Checklist

Code runs without errors with the listed dependencies
No comments in code files (docs explain, code is self-explanatory)
Built from scratch first, then shown with a framework (for new lessons)
Lesson folder matches LESSON_TEMPLATE.md structure
ROADMAP.md row for the lesson is a markdown link ([Name](phases/...)), not bare text
One lesson per commit (atomic per-lesson rule)
Tested locally / code output matches what docs/en.md claims

Phase / lesson

Phases 01–20 · Automation Tooling & Notebook Invariants

Notes for reviewer

Includes scripts/create_lesson_notebook.py for targeted single-lesson notebook creation.
Includes scripts/generate_all_notebooks.py supporting --phase N, --overwrite, and --dry-run flags for batch workflow management.
Ran python scripts/audit_lessons.py: 523 lesson(s) checked, 0 issue(s).
Ran python scripts/audit_certifications.py: 33 lesson(s), 8 assessment(s), 0 issue(s).

Adds utility scripts scripts/create_lesson_notebook.py and scripts/generate_all_notebooks.py alongside interactive notebook/experiment.ipynb artifacts across curriculum lessons. Follows the optional notebook experimentation structure defined in CONTRIBUTING.md while maintaining 100% invariant compliance.

coderabbitai · 2026-09-08T07:14:45Z

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.coderabbit.yaml
phases/00-setup-and-tooling/01-dev-environment/notebook/experiment.ipynb
phases/00-setup-and-tooling/02-git-and-collaboration/notebook/experiment.ipynb
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phases/19-capstone-projects/50-hypothesis-generator/notebook/experiment.ipynb
phases/19-capstone-projects/51-literature-retrieval/notebook/experiment.ipynb
phases/19-capstone-projects/52-experiment-runner/notebook/experiment.ipynb
phases/19-capstone-projects/53-result-evaluator/notebook/experiment.ipynb
phases/19-capstone-projects/54-paper-writer/notebook/experiment.ipynb
phases/19-capstone-projects/55-critic-loop/notebook/experiment.ipynb
phases/19-capstone-projects/56-iteration-scheduler/notebook/experiment.ipynb
phases/19-capstone-projects/57-end-to-end-research-demo/notebook/experiment.ipynb
phases/19-capstone-projects/58-vision-encoder-patches/notebook/experiment.ipynb
phases/19-capstone-projects/59-vit-transformer/notebook/experiment.ipynb
phases/19-capstone-projects/60-projection-layer-modality-align/notebook/experiment.ipynb
phases/19-capstone-projects/61-cross-attention-fusion/notebook/experiment.ipynb
phases/19-capstone-projects/62-vision-language-pretraining/notebook/experiment.ipynb
phases/19-capstone-projects/63-multimodal-eval/notebook/experiment.ipynb
phases/19-capstone-projects/64-chunking-strategies-advanced/notebook/experiment.ipynb
phases/19-capstone-projects/65-hybrid-retrieval-bm25-dense/notebook/experiment.ipynb
phases/19-capstone-projects/66-reranker-cross-encoder/notebook/experiment.ipynb
phases/19-capstone-projects/67-query-rewriting-hyde/notebook/experiment.ipynb
phases/19-capstone-projects/68-rag-eval-precision-recall/notebook/experiment.ipynb
phases/19-capstone-projects/69-end-to-end-rag-system/notebook/experiment.ipynb
phases/19-capstone-projects/70-task-spec-format/notebook/experiment.ipynb
phases/19-capstone-projects/71-classical-metrics/notebook/experiment.ipynb
phases/19-capstone-projects/72-code-exec-metric/notebook/experiment.ipynb
phases/19-capstone-projects/73-perplexity-calibration/notebook/experiment.ipynb
phases/19-capstone-projects/74-leaderboard-aggregation/notebook/experiment.ipynb
phases/19-capstone-projects/75-end-to-end-eval-runner/notebook/experiment.ipynb
phases/19-capstone-projects/76-collective-ops-from-scratch/notebook/experiment.ipynb
phases/19-capstone-projects/77-data-parallel-ddp/notebook/experiment.ipynb
phases/19-capstone-projects/78-zero-parameter-sharding/notebook/experiment.ipynb
phases/19-capstone-projects/79-pipeline-parallel/notebook/experiment.ipynb
phases/19-capstone-projects/80-checkpoint-sharded-resume/notebook/experiment.ipynb
phases/19-capstone-projects/81-end-to-end-distributed-train/notebook/experiment.ipynb
phases/19-capstone-projects/82-jailbreak-taxonomy/notebook/experiment.ipynb
phases/19-capstone-projects/83-prompt-injection-detector/notebook/experiment.ipynb
phases/19-capstone-projects/84-refusal-evaluation/notebook/experiment.ipynb
phases/19-capstone-projects/85-content-classifier-integration/notebook/experiment.ipynb
phases/19-capstone-projects/86-constitutional-rules-engine/notebook/experiment.ipynb
phases/19-capstone-projects/87-end-to-end-safety-gate/notebook/experiment.ipynb
scripts/create_lesson_notebook.py
scripts/generate_all_notebooks.py

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feat(scripts): add notebook generator and lesson notebooks - #461

feat(scripts): add notebook generator and lesson notebooks#461
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jayanthansenthilkumar commented Sep 8, 2026

What this PR does

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coderabbitai Bot commented Sep 8, 2026 •

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