Removed documentation projects from JN

[validbeck]

Internal Notes for Reviewers

For sc-6343 I noticed that there were still some references to "documentation projects" in our Jupyter Notebooks. I removed them or reworded sections to match.

/code_sharing/support_polars_dataset.ipynb

This notebook was SUPER outdated, and looked to be a duplication of of more recent quickstart notebook: https://github.com/validmind/developer-framework/blob/beck/sc-6343/remove-documentation-projects-from-jupyter/notebooks/code_samples/quickstart_customer_churn_full_suite.ipynb

I deleted this, as I believe this is how the confusion for the curated training notebooks happened.

[github-actions]

PR Summary

This pull request introduces several updates to the documentation references within various Jupyter notebooks and removes an outdated notebook. The changes are as follows:

1. Documentation Reference Updates:

   • Updated references to the ValidMind platform and documentation templates in multiple notebooks to improve clarity and accuracy.
   • Specific changes include:
     • notebooks/code_samples/customization/customizing_tests_with_output_templates.ipynb: Updated instructions for customizing documentation templates.
     • notebooks/code_samples/nlp_and_llm/foundation_models_integration_demo.ipynb: Clarified the use of the vm.run_documentation_tests function.
     • notebooks/code_samples/nlp_and_llm/rag_documentation_demo.ipynb: Improved descriptions for initializing the ValidMind framework and loading datasets.
     • notebooks/code_sharing/credit_risk/assign_prediction_probabilities.ipynb: Updated the description of the documentation template preview.
     • notebooks/how_to/load_datasets_predictions.ipynb, notebooks/how_to/run_documentation_tests_with_config.ipynb, notebooks/how_to/run_tests_that_require_multiple_datasets.ipynb: Updated the description of the documentation template preview.

2. Notebook Removal:

   • Removed notebooks/code_sharing/support_polars_dataset.ipynb as it is outdated and no longer relevant to the current project structure.

Test Suggestions

• Run the updated notebooks to ensure that the new documentation references are correct and that the instructions are clear and functional.
• Verify that the removal of support_polars_dataset.ipynb does not affect any other parts of the project.
• Check for broken links or references in the remaining notebooks that might have pointed to the removed notebook.