Create a project

• Create the dir

  > class_project/create_project.py ---dst_dir tutorials/pgmpy

• Commit the changes

  > git add tutorials/pgmpy
  > git commit -am "Add template"
  > git push

• Edit requirements.txt to add the packages pinning down to the last version of the important packages

• Build the container

  > docker_build.sh

• Edit tutorials/pgmpy/pgmpy*.py

Create a Tutorial¶

• Create a tutorial

  claude> /blog.write_tutorial_tool_in_30_mins pgmpy

Create a notebook about one topic¶

Using /notebook.create_outline and /notebook.implement_outline¶

• Create notebook_outline.probabilistic_inference.md

  claude> /notebook.create_outline https://pgmpy.org/guides/probabilistic_inference.html

• Review the outline

• Create the notebook

  claude> /notebook.implement_outline tutorials/pgmpy/notebook_outline.probabilistic_inference.md

• This creates:

  • probabilistic_inference.ipynb
  • probabilistic_inference_utils.py

• Create paired Python

  > jupytext.py --action pair --files probabilistic_inference.ipynb

• Fix / improve the *_utils.py

  > linters2/lint_cc.py --files tutorials/pgmpy/probabilistic_inference_utils.py

• Make sure everything runs end to end

  > docker_cmd.sh "python /git_root/tutorials/pgmpy/probabilistic_inference.py"

• Edit and improve the notebook

  > docker_jupyter.sh
  http://localhost:8888/lab/tree/git_root/tutorials/pgmpy/probabilistic_inference.ipynb

Using /notebook.implement_for_package_API¶

• The skill ./helpers_root/.claude/skills/notebook.implement_for_package_API/SKILL.md is more complete

  claude> /notebook.implement_for_package_API pgmpy https://pgmpy.org/guides/probabilistic_inference.html and save it in tutorials/pgmpy/pgmpy.01.API.probabilistic_inference.ipynb

  claude> /notebook.implement_for_package_API pgmpy https://pgmpy.org/guides/datasets.html and save it in tutorials/pgmpy/pgmpy.02.API.datasets.ipynb

  /notebook.implement_for_package_API pgmpy https://pgmpy.org/guides/example_models.html and save it in tutorials/pgmpy/pgmpy.03.API.example_models.ipynb

  • Example Models