* refcator, chore(egen) : refactored code according to template guidelines
* chore(egen) : changed headings as per guidelines
* performs linter test
* refactored code accordig to template guidelines
* formatted according to template guidelines
* formatted according to template guidelines
* refcator(egen) : refactored code according to template guidelines
* refactor(egen) : added warning message for kernal restart
---------
Co-authored-by: Jayakrishna2801 <jayakrishna.rajaboina@egen.ai>
* fix, chore, refactor(egen): hardcodes scikit-learn version to 1.2, changes python version from 3.9 to 3.10, adds numpy==1.26.4 installation, adds code to undeploy model from endpoints, rusage of future tense
* wording changes
* markdown wording changes as per PR comments
* refactor,chore(egen) : refactored code as per template guidelines and performed linter test
* refcator(egen) : refcatored code according to template guidelines
* refcator(egen) : refcatored code according to template guidelines
* refcator(egen) : refcatored code according to template guidelines
* refactor(egen) : refactored code according to template guidelines
---------
Co-authored-by: Jayakrishna2801 <jayakrishna.rajaboina@egen.ai>
* upgrade: prep for auto docs index
* upgrade: prep for auto docs index
* upgrade: prep work of web index
* upgrade: autoindex, map dirnames to tags
* upgrade: autogen index, folder to tag
* upgrade: autogen index, folder to tag
* upgrade: fine-tune layout for webdoc
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* feat: CL var replacements
* fix: tuning index
* fix: tuning index
* fix: fine tune indexing
* fix: fine tune indexing
* fix: fine tune indexing
* fix: fine tune indexing
* fix: fine tune indexing
* fix: fine tune indexing
* fix: index tuning
* tuning: linkbak for repo index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* fix: notebook objective
* fix: notebook objective
* fix: alpha sort
* upgrade: prep for auto docs index
* upgrade: prep for auto docs index
* upgrade: prep work of web index
* upgrade: autoindex, map dirnames to tags
* upgrade: autogen index, folder to tag
* upgrade: autogen index, folder to tag
* upgrade: fine-tune layout for webdoc
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* feat: CL var replacements
* fix: tuning index
* fix: tuning index
* fix: fine tune indexing
* fix: fine tune indexing
* fix: fine tune indexing
* fix: fine tune indexing
* fix: fine tune indexing
* fix: fine tune indexing
* fix: index tuning
* tuning: linkbak for repo index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* tuning: README index
* upgrade: prep for auto docs index
* upgrade: prep for auto docs index
* upgrade: prep work of web index
* upgrade: autoindex, map dirnames to tags
* upgrade: autogen index, folder to tag
* upgrade: autogen index, folder to tag
* upgrade: fine-tune layout for webdoc
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* upgrade: fine-tuning tags and linkbacks
* feat: autogen index
* feat: autogen index
* feat: autogen index
* feat: update indices
* fix: update official indices
* fix: update autogen index in official
* fix: update indexes
* fix: update official indexes
* fix: bad links in workbench folder
* fix: template conformance
* fix: autogen README index for workbench folder
* fix: branding and objective
* fix: branding and objective
* fix: branding and objective
* fix: branding and objective
* fix: branding and objective
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
* fix: autofix bad links
**REQUIRED:** Add a summary of your PR here, typically including why the change is needed and what was changed. Include any design alternatives for discussion purposes.
<br>
1. Boilerplate changes.
2. Added code for deleting experiment otherwise its throwing experiment name already exist.
<br><br><br>
**REQUIRED:** Fill out the below checklists or remove if irrelevant
1. If you are opening a PR for `Official Notebooks` under the [notebooks/official](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/tree/main/notebooks/official) folder, follow this mandatory checklist:
- [X] Use the [notebook template](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/notebook_template.ipynb) as a starting point.
- [X] Follow the style and grammar rules outlined in the above notebook template.
- [X] Verify the notebook runs successfully in Colab since the automated tests cannot guarantee this even when it passes.
- [X] Passes all the required automated checks. You can locally test for formatting and linting with these [instructions](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/CONTRIBUTING.md#code-quality-checks).
- [ ] You have consulted with a tech writer to see if tech writer review is necessary. If so, the notebook has been reviewed by a tech writer, and they have approved it.
- [X] This notebook has been added to the [CODEOWNERS](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/CODEOWNERS) file under the `Official Notebooks` section, pointing to the author or the author's team.
- [X] The Jupyter notebook cleans up any artifacts it has created (datasets, ML models, endpoints, etc) so as not to eat up unnecessary resources.
<br>
**REQUIRED:** Add a summary of your PR here, typically including why the change is needed and what was changed. Include any design alternatives for discussion purposes.
<br>
Boilerplate changes.
<br><br><br>
**REQUIRED:** Fill out the below checklists or remove if irrelevant
1. If you are opening a PR for `Official Notebooks` under the [notebooks/official](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/tree/main/notebooks/official) folder, follow this mandatory checklist:
- [X] Use the [notebook template](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/notebook_template.ipynb) as a starting point.
- [X] Follow the style and grammar rules outlined in the above notebook template.
- [X] Verify the notebook runs successfully in Colab since the automated tests cannot guarantee this even when it passes.
- [X] Passes all the required automated checks. You can locally test for formatting and linting with these [instructions](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/CONTRIBUTING.md#code-quality-checks).
- [ ] You have consulted with a tech writer to see if tech writer review is necessary. If so, the notebook has been reviewed by a tech writer, and they have approved it.
- [X] This notebook has been added to the [CODEOWNERS](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/CODEOWNERS) file under the `Official Notebooks` section, pointing to the author or the author's team.
- [X] The Jupyter notebook cleans up any artifacts it has created (datasets, ML models, endpoints, etc) so as not to eat up unnecessary resources.
<br>
* feat: add autogen index
* fix: missed the REAME
* fix: update autogen index
* feat: add autogen index
* feat: add autogen index
* feat: add autogen index
* Replaced timestamp with UUID
* Ran Linter test
* Removed local kernel from metadata
* ran linter test
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
Co-authored-by: Ivan Cheung <ivans.mailbox@gmail.com>
* modified file
* modified file
* ran linter test
* deleted file in community folder
* ran linter test
* changed folder name in links
* ran linter test
* resolved comments
* ran linter test
* modified file
* ran linter test
* feat: MLMD + Pipelines notebook
* Updates from notebook execution test
* Update with changes from linter
* Update MLMD notebook from feedback, upgrade to latest sdk versions
* Add metadata notebook to codeowners file
* Resolve merge conflicts with codeowners
* Update KFP and Vertex SDK versions
* Run the linter
Co-authored-by: Karl Weinmeister <11586922+kweinmeister@users.noreply.github.com>
