Azure/azureml-examples

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Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Stars: 2k
Forks: 1.7k
Open beginner issues: 0
Indexed issues: 158
Avg merge: 18h 18m
Merged PRs (30d): 2

Dominant language: Jupyter Notebook
License: MIT
Last GitHub push: Sep 4, 2026
Latest indexed: Sep 14, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

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158 open issues indexed

Adding dask-clouprovider multi-GPU multi-node example using RAPIDS Open

example request

Azure/azureml-examples#340 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Notebooks in readme.md file under python-sdk folder are not accessible, gives 404 Open

example issue

Azure/azureml-examples#647 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
train/pytorch/cifar-distributed not working Open

example issue

Azure/azureml-examples#675 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
There's a typo in the contribution readme Open

enhancement

Azure/azureml-examples#826 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Example showing datastore create with CLI inlined credential Open

example request

Azure/azureml-examples#894 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Mlflow error on pytorch.log_model but model is saved Open

example issue

Azure/azureml-examples#937 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Import Error Open

example issue

Azure/azureml-examples#948 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Databricks with AutoML notebook doesn't use databricks Open

example issue

Azure/azureml-examples#949 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Missing explanations to Spark Context Open

example issue

Azure/azureml-examples#950 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Tutorial notebook image-object-detection throws up unhashable dict error Open

automl-images example issue

Azure/azureml-examples#951 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Using ParallelRunStep output as an input to another step Open

example request pipeline

Azure/azureml-examples#961 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Error in file(file, "rt") : cannot open the connection Open

example issue

Azure/azureml-examples#971 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Bearer Token not provided Open

example issue

Azure/azureml-examples#972 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Hierarchical time series documentation? Open

automl-forecasting

Azure/azureml-examples#998 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Broken link in sample notebook Open

example issue

Azure/azureml-examples#1006 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 14, 2026
Provide example of best practice for passing objects (e.g. azureml.core.Dataset) between custom components in pipelines Open

example request pipeline

Azure/azureml-examples#1040 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Deploy model from blob Open

example request

Azure/azureml-examples#1069 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Unable to set "Allowed workspace managed identity access" via CLI v2 Open

example issue

Azure/azureml-examples#1070 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Using PipelineParameter to set the output file path in OutputFileDatasetConfig for each new run against a PublishedPipeline Open

example request pipeline

Azure/azureml-examples#1091 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Workspace information should be pulled from the VS code plugin Open

enhancement

Azure/azureml-examples#1188 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Promoting Models between environments Open

example request

Azure/azureml-examples#1213 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How to Read a DataFrameDirectory in a custom component Open

example request pipeline

Azure/azureml-examples#1240 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
endpoints/online/managed: how to deploy with multiple models / subfolders Open

example issue

Azure/azureml-examples#1328 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Changing output type to "uri_file" doesn't work Open

example issue pipeline

Azure/azureml-examples#1374 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
pipeline_with_hyperparameter_sweep: Object 'EXCLUDE' is not a valid value for the 'unknown' parameter Open

example issue pipeline

Azure/azureml-examples#1413 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Can we register a local path as a data asset in AML workspace when using Arc-enabled Kubernetes compute target? Open

example request

Azure/azureml-examples#1425 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Fix AzureML 101 tutorial following hands-on workshop Open

example issue

Azure/azureml-examples#1429 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
mldesigner no support beyond 3.8 and no documentation Open

example issue pipeline

Azure/azureml-examples#1444 · 0 comments · 2 reactions · 0 assignees · Indexed Sep 14, 2026
Getting error 'ARIMAResults' object has no attribute 'get_prediction' Open

example issue

Azure/azureml-examples#1456 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How to use sdk v2 to set the shm_size of docker Open

example request

Azure/azureml-examples#1459 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Conditional Pipeline Job steps Azure ML v2 Open

example request pipeline

Azure/azureml-examples#1469 · 13 comments · 8 reactions · 0 assignees · Indexed Sep 14, 2026
Do cli 2.0 allow image host not under "mcr.microsoft.com"? Open

example issue

Azure/azureml-examples#1471 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Kubernetes is not supported anymore with online and deployment? Open

example issue

Azure/azureml-examples#1474 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[Bug] Setting up local conda env gets stuck Open

enhancement

Azure/azureml-examples#1476 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
[BUG] ImportError: cannot import name 'case_insensitive_dict' from 'azure.core.utils' Open

example issue

Azure/azureml-examples#1497 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ModuleNotFoundError: No module named 'dateutil' when running pipeline_with_non_python_components.ipynb Open

example issue pipeline

Azure/azureml-examples#1501 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Examples using expressions with TabularDataset.filter() Open

example request

Azure/azureml-examples#1519 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Manipulating workspace secrets from CLI Open

example request

Azure/azureml-examples#1520 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Not getting logs in app insights Open

example issue

Azure/azureml-examples#1525 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 14, 2026
Best/recommended practices, tools and workflows for AML Open

example request

Azure/azureml-examples#1554 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
azureml-examples/python-sdk/tutorials/automl-with-azureml/Setup using a Local Conda environment/Windows Open

automl example issue

Azure/azureml-examples#1557 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
I get a "RepresenterError" when trying to log a model using service principal Open

example issue

Azure/azureml-examples#1564 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
AttributeError: module 'dateutil' has no attribute 'parser' Open

example issue

Azure/azureml-examples#1573 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Tensorflow mnist-distributed python sdk v2 notebook throws error Open

example issue

Azure/azureml-examples#1599 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Broken link Open

example issue

Azure/azureml-examples#1606 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Datastore Registering for ADLSGEN2 is throwing error Open

example issue

Azure/azureml-examples#1624 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
missing import azure.ai.ml.sweep in the sample code Open

example issue

Azure/azureml-examples#1631 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Dockerfile in the Custom Docker File Approach for R Example Needs to be Updated Open

example issue

Azure/azureml-examples#1649 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
AksCompute CreateOrUpdate operation fails - AksCompute creation no longer supported Open

example issue

Azure/azureml-examples#1678 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
pipeline_with_hyperparameter_sweep does not work with function components Open

example issue pipeline

Azure/azureml-examples#1697 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 14, 2026

Azure/azureml-examples

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