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Ivan CheungandGitHub
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This is a hierarchical forecasting notebook demonstrating the use of the new hierarchical forecasting parameters for AutoML Forecasting. 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. - [ ] 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.
Google Cloud Vertex AI Samples
Welcome to the Google Cloud Vertex AI sample repository.
Overview
The repository contains notebooks and community content that demonstrate how to develop and manage ML workflows using Google Cloud Vertex AI.
Repository structure
├── community-content - Sample code and tutorials contributed by the community
├── notebooks
│ ├── community - Notebooks contributed by the community
│ ├── official - Notebooks demonstrating use of each Vertex AI service
│ │ ├── automl
│ │ ├── custom
│ │ ├── ...
Contributing
Contributions welcome! See the Contributing Guide.
Getting help
Please use the issues page to provide feedback or submit a bug report.
Disclaimer
This is not an officially supported Google product. The code in this repository is for demonstrative purposes only.
Feedback
Please feel free to fill out our survey to give us feedback on the repo and its content.