https://github.com/azure/machinelearningnotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
https://github.com/azure/machinelearningnotebooks
azure azure-machine-learning azure-ml azureml data-science deep-learning machine-learning notebook
Last synced: 3 days ago
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Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
- Host: GitHub
- URL: https://github.com/azure/machinelearningnotebooks
- Owner: Azure
- License: mit
- Created: 2018-08-17T17:29:14.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2024-12-16T16:44:42.000Z (2 months ago)
- Last Synced: 2025-01-09T22:45:17.529Z (about 1 month ago)
- Topics: azure, azure-machine-learning, azure-ml, azureml, data-science, deep-learning, machine-learning, notebook
- Language: Jupyter Notebook
- Homepage: https://docs.microsoft.com/azure/machine-learning/service/
- Size: 74.7 MB
- Stars: 4,134
- Watchers: 1,940
- Forks: 2,525
- Open Issues: 394
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
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README
# Azure Machine Learning Python SDK notebooks
### **With the introduction of AzureML SDK v2, this samples repository for the v1 SDK is now deprecated and will not be monitored or updated. Users are encouraged to visit the [v2 SDK samples repository](https://github.com/Azure/azureml-examples) instead for up-to-date and enhanced examples of how to build, train, and deploy machine learning models with AzureML's newest features.**
Welcome to the Azure Machine Learning Python SDK notebooks repository!
## Getting started
These notebooks are recommended for use in an Azure Machine Learning [Compute Instance](https://docs.microsoft.com/azure/machine-learning/concept-compute-instance), where you can run them without any additional set up.
However, the notebooks can be run in any development environment with the correct `azureml` packages installed.
Install the `azureml.core` Python package:
```sh
pip install azureml-core
```
Install additional packages as needed:
```sh
pip install azureml-mlflow
pip install azureml-dataset-runtime
pip install azureml-automl-runtime
pip install azureml-pipeline
pip install azureml-pipeline-steps
...
```
We recommend starting with one of the [quickstarts](tutorials/compute-instance-quickstarts).
## Contributing
This repository is a push-only mirror. Pull requests are ignored.
## Code of Conduct
This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). Please see the [code of conduct](CODE_OF_CONDUCT.md) for details.
## Reference
- [Documentation](https://docs.microsoft.com/azure/machine-learning)