Add job recipe notebook

[ZiyueXu77]

Fixes # .

Description

Following the job recipe doc, convert it to a tutorial notebook with hello-pt example.

Pending further tests once the recipe env PRs are merged

Types of changes

• Non-breaking change (fix or new feature that would not break existing functionality).
• Breaking change (fix or new feature that would cause existing functionality to change).
• New tests added to cover the changes.
• Quick tests passed locally by running ./runtest.sh.
• In-line docstrings updated.
• Documentation updated.

[Copilot]

Pull Request Overview

This PR adds a comprehensive Job Recipe tutorial notebook to demonstrate how to use NVFLARE's Job Recipes for simplified federated learning job creation and execution. The tutorial covers different execution environments and provides practical examples using PyTorch.

• Converts job recipe documentation into an interactive tutorial notebook
• Demonstrates FedAvg recipe usage with three execution environments (SimEnv, PocEnv, ProdEnv)
• Includes supporting files for provisioning and client training scripts

Reviewed Changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated no comments.

File	Description
examples/tutorials/job_recipe.ipynb	Main tutorial notebook explaining Job Recipe concepts with executable examples
examples/tutorials/project.yml	NVFLARE project configuration file for provisioning production environment
examples/tutorials/client.py	PyTorch training script used in the Job Recipe examples

Comments suppressed due to low confidence (2)

examples/tutorials/job_recipe.ipynb:1

• The parameter name startup_kit_location is inconsistent with the documented parameter name startup_kit_dir mentioned in line 221. This could cause confusion for users following the tutorial.

{

examples/tutorials/job_recipe.ipynb:1

• The recipe creation code is duplicated from lines 73-81. Consider defining the recipe once at the beginning of the notebook and reusing it across different environment examples to avoid code duplication.

{

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[chesterxgchen]

1. add few change suggestions
2. you also need to add a separate section on edge simulations in the ExecEnv, which you could point to different tutorials for edge, or briefly talk about it.

[ZiyueXu77]

/build

[holgerroth]

Minor comment. It looks good. In the future, we could add tutorials for adding filters and metric tracking.

[ZiyueXu77]

/build

[chesterxgchen]

add few comments

[ZiyueXu77]

/build

[ZiyueXu77]

/build

[YuanTingHsieh]

overall LGTM with a few suggestions

[ZiyueXu77]

/build

dismiss changes fixed for merging