Azure/MachineLearningNotebooks

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Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

Stars: 4.4k
Forks: 2.6k
Open beginner issues: 0
Indexed issues: 353

Dominant language: Jupyter Notebook
License: MIT
Last GitHub push: Mar 14, 2025
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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353 open issues indexed

Use `OutputFileDatasetConfig` instead of `PipelineData` for Hyperdrive's `metrics_output` Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1616 · Opened Oct 20, 2021
Missing the sample to show how to use SQL Database as DataTransfer sink in AML Open

Difficulty 3/5 1-2 days Newbie friendliness 40/100

Azure/MachineLearningNotebooks#1615 · Opened Oct 20, 2021
Visualizations with BokehJS are doubling Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1614 · Opened Oct 13, 2021
TCNForecaster's `output/model.pt` can't be deserialized Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1613 · Opened Oct 12, 2021
【error:total snapshot size exceeds】tutorial-1st-experiment-sdk-train.ipynb Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1611 · Opened Oct 7, 2021
azureml.data.azure_storage_datastore upload_files() does not set mime type when uploading to storage container static website. Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1610 · Opened Oct 7, 2021
New datastore blade does not accept static web container "$web" name Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1609 · Opened Oct 6, 2021
Can't pass DataRerence to DatabricksStep Open

Difficulty 4/5 3-5 days Newbie friendliness 32/100

Azure/MachineLearningNotebooks#1608 · 1 comment · Opened Oct 6, 2021
Can't use OutputFileDatasetConfig as AutoML pipeline input Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1607 · 5 comments · 2 reactions · Opened Oct 6, 2021
Azure AutoML error : A field of the entity is over the size limit Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1605 · Opened Oct 5, 2021
Limit input to PipelineParameter Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1604 · Opened Oct 5, 2021
DataBricksStep never ends Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1603 · Opened Sep 30, 2021
Please provide better documentation for diagnose_workspace Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

Azure/MachineLearningNotebooks#1599 · Opened Sep 28, 2021
Deployment to AKS uses old image Open

ADO bug Inference

Difficulty 4/5 3-5 days Newbie friendliness 28/100

Azure/MachineLearningNotebooks#1596 · 5 comments · 1 reaction · Opened Sep 22, 2021
WARNING:root:user_name does not exist. (Reinforcement Learning in particle environment) Open

ADO bug MLOps

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1595 · 8 comments · Opened Sep 22, 2021
Add option to use display/friendly names for runs in Tensorboard Open

ADO MLOps product-feedback

Difficulty 5/5 Over a week Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1593 · 4 comments · Opened Sep 17, 2021
Pipeline parameters with '=' character in string value raise parsing exceptions Open

ADO bug Pipelines

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1592 · 2 comments · Opened Sep 15, 2021
Unable to open R locfit package in Azure Machine Learning Open

ADO bug MLOps

Difficulty 4/5 3-5 days Newbie friendliness 20/100

Azure/MachineLearningNotebooks#1590 · 1 comment · Opened Sep 10, 2021
Azure ML mounting Storage Account Open

ADO bug Workspace Management

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1589 · 1 comment · Opened Sep 10, 2021
Pandas dataframes with array column values are not correctly persisted as AzureML datasets Open

ADO bug MLOps

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1587 · Opened Sep 3, 2021
Explain why early stopping isn't implemented Open

ADO MLOps product-question

Difficulty 3/5 1-2 days Newbie friendliness 30/100

Azure/MachineLearningNotebooks#1586 · 1 comment · Opened Sep 1, 2021
Register pandas dataframe memory issues Open

ADO Data4ML product-issue

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1585 · 5 comments · Opened Aug 31, 2021
How to resume training on low priority VMs? Open

ADO product-question Training

Difficulty 3/5 1-2 days Newbie friendliness 32/100

Azure/MachineLearningNotebooks#1575 · 7 comments · 4 reactions · Opened Aug 17, 2021
LocalWebservice exposing wrong port Open

ADO bug MLOps

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1573 · 2 comments · Opened Aug 13, 2021
Retry pipeline and/or task on failure Open

ADO Pipelines product-question

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1572 · 4 comments · 1 reaction · Opened Aug 13, 2021
Segmentation fault (core dumped) while running a python script via terminal. Open

ADO bug MLOps

Difficulty 4/5 3-5 days Newbie friendliness 15/100

Azure/MachineLearningNotebooks#1570 · Opened Aug 12, 2021
broken link Open

ADO doc-bug Pipelines

Difficulty 1/5 Under an hour Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1569 · 2 comments · Opened Aug 6, 2021
Dead link - train with notebook Open

ADO bug Core UI

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1568 · Opened Aug 5, 2021
Broken Return type link for service_context Open

ADO bug MLOps

Difficulty 2/5 1-3 hours Newbie friendliness 40/100

Azure/MachineLearningNotebooks#1561 · Opened Jul 29, 2021
MpiStep throws Estimator deprecation warnings Open

ADO Core UI doc-enhancement

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1558 · 1 comment · Opened Jul 28, 2021
Dead Link: Sample: OJ Sales Simulated Data Open

ADO Data4ML doc-bug

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

Azure/MachineLearningNotebooks#1555 · Opened Jul 23, 2021
Example for training on local compute target does not work - run stuck on "Starting" Open

ADO bug Training

Difficulty 4/5 3-5 days Newbie friendliness 20/100

Azure/MachineLearningNotebooks#1554 · 7 comments · 1 reaction · Opened Jul 23, 2021
Bad link (404) in TOC pointing to "CLI Reference" (erroneous localization text) Open

ADO doc-bug MLOps

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1553 · Opened Jul 15, 2021
StepRun state management in Pipeline runtime Open

ADO Pipelines product-question

Difficulty 5/5 Over a week Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1549 · 1 comment · Opened Jul 10, 2021
I use run.upload_file to upload a file to file share datastore but failed Open

ADO bug MLOps

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1546 · 1 comment · Opened Jul 9, 2021
AzureMLException with model.download Open

ADO bug Data4ML

Difficulty 3/5 1-2 days Newbie friendliness 30/100

Azure/MachineLearningNotebooks#1545 · Opened Jul 9, 2021
models parameter is not documented/add more info on models parameter Open

ADO doc-enhancement MLOps

Difficulty 1/5 1-3 hours Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1540 · 1 comment · Opened Jul 5, 2021
BUG: PythonScriptStep arguments wrongly encodes strings with semicolons Open

ADO product-issue

Difficulty 4/5 3-5 days Newbie friendliness 32/100

Azure/MachineLearningNotebooks#1536 · 4 comments · Opened Jun 30, 2021
TrainingOutput with OutputFileDatasetConfig (how to retrieve best HyperDriveStep run) Open

ADO bug MLOps

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1532 · 1 comment · Opened Jun 28, 2021
AML Pipelines: add __str__() implementation or get_env_variable_name() to Dataset Open

ADO Data4ML Pipelines product-question

Difficulty 3/5 1-2 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1531 · 2 reactions · Opened Jun 28, 2021
Use Hyperdrive to optimize pipeline hyperparameters Open

ADO bug Training

Difficulty 5/5 Over a week Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1526 · 2 comments · Opened Jun 24, 2021
Raise exception when provisioning fails Open

ADO bug Pipelines

Difficulty 3/5 1-2 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1524 · 1 comment · Opened Jun 24, 2021
Multiple PipelineEndpoints created with same name Open

ADO bug Pipelines

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1521 · 1 comment · Opened Jun 23, 2021
Feature request: create AML Environment from Poetry Open

ADO Environments feature-request

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1508 · 1 comment · Opened Jun 9, 2021
Key not found "ADLSGen2" when using `to_spark_dataframe` Open

ADO Data4ML product-question

Difficulty 4/5 3-5 days Newbie friendliness 20/100

Azure/MachineLearningNotebooks#1503 · 1 comment · Opened Jun 4, 2021
minecraft.ipynb Open

ADO Core UI doc-bug

Difficulty 3/5 1-2 days Newbie friendliness 20/100

Azure/MachineLearningNotebooks#1502 · 1 comment · Opened Jun 4, 2021
Run.complete() fails if outputs dir contains '..' in path Open

ADO bug SDK

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Azure/MachineLearningNotebooks#1500 · Opened Jun 2, 2021
Error message when using Dataset.Tabular.register_pandas_dataframe Open

ADO MLOps

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1497 · Opened Jun 1, 2021
Use AutoML in an Azure Machine Learning pipeline in Python Open

ADO Pipelines product-question

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1494 · 4 comments · Opened May 29, 2021
Azure ML Portal Notebook does not show widgets from ipywidgets Open

ADO Core UI doc-enhancement

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Azure/MachineLearningNotebooks#1490 · 1 comment · 7 reactions · Opened May 24, 2021

Azure/MachineLearningNotebooks

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