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

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353 open issues indexed

AML: Clarify what DockerConfiguration does in `train-on-amlcompute.ipynb` Open

ADO doc-enhancement Environments MLOps

Azure/MachineLearningNotebooks#1485 · 2 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
AML: When using ParallelRun with a Tabular Dataset, is the delimiter always a `space` - clarify documenation/example Open

ADO Data4ML MLOps Pipelines

Azure/MachineLearningNotebooks#1486 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
PublishedPipeline does not contain DateUpdated information Open

ADO doc-enhancement Pipelines

Azure/MachineLearningNotebooks#1488 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Azure ML Portal Notebook does not show widgets from ipywidgets Open

ADO Core UI doc-enhancement

Azure/MachineLearningNotebooks#1490 · 1 comment · 7 reactions · 0 assignees · Indexed Sep 15, 2026
Use AutoML in an Azure Machine Learning pipeline in Python Open

ADO Pipelines product-question

Azure/MachineLearningNotebooks#1494 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Error message when using Dataset.Tabular.register_pandas_dataframe Open

ADO MLOps

Azure/MachineLearningNotebooks#1497 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Run.complete() fails if outputs dir contains '..' in path Open

ADO bug SDK

Azure/MachineLearningNotebooks#1500 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
minecraft.ipynb Open

ADO Core UI doc-bug

Azure/MachineLearningNotebooks#1502 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Key not found "ADLSGen2" when using `to_spark_dataframe` Open

ADO Data4ML product-question

Azure/MachineLearningNotebooks#1503 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Feature request: create AML Environment from Poetry Open

ADO Environments feature-request

Azure/MachineLearningNotebooks#1508 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Multiple PipelineEndpoints created with same name Open

ADO bug Pipelines

Azure/MachineLearningNotebooks#1521 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Raise exception when provisioning fails Open

ADO bug Pipelines

Azure/MachineLearningNotebooks#1524 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Use Hyperdrive to optimize pipeline hyperparameters Open

ADO bug Training

Azure/MachineLearningNotebooks#1526 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
AML Pipelines: add __str__() implementation or get_env_variable_name() to Dataset Open

ADO Data4ML Pipelines product-question

Azure/MachineLearningNotebooks#1531 · 0 comments · 2 reactions · 0 assignees · Indexed Sep 15, 2026
TrainingOutput with OutputFileDatasetConfig (how to retrieve best HyperDriveStep run) Open

ADO bug MLOps

Azure/MachineLearningNotebooks#1532 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
BUG: PythonScriptStep arguments wrongly encodes strings with semicolons Open

ADO product-issue

Azure/MachineLearningNotebooks#1536 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
models parameter is not documented/add more info on models parameter Open

ADO doc-enhancement MLOps

Azure/MachineLearningNotebooks#1540 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
AzureMLException with model.download Open

ADO bug Data4ML

Azure/MachineLearningNotebooks#1545 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
I use run.upload_file to upload a file to file share datastore but failed Open

ADO bug MLOps

Azure/MachineLearningNotebooks#1546 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
StepRun state management in Pipeline runtime Open

ADO Pipelines product-question

Azure/MachineLearningNotebooks#1549 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Bad link (404) in TOC pointing to "CLI Reference" (erroneous localization text) Open

ADO doc-bug MLOps

Azure/MachineLearningNotebooks#1553 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Example for training on local compute target does not work - run stuck on "Starting" Open

ADO bug Training

Azure/MachineLearningNotebooks#1554 · 7 comments · 1 reaction · 0 assignees · Indexed Sep 15, 2026
Dead Link: Sample: OJ Sales Simulated Data Open

ADO Data4ML doc-bug

Azure/MachineLearningNotebooks#1555 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
MpiStep throws Estimator deprecation warnings Open

ADO Core UI doc-enhancement

Azure/MachineLearningNotebooks#1558 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Broken Return type link for service_context Open

ADO bug MLOps

Azure/MachineLearningNotebooks#1561 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Dead link - train with notebook Open

ADO bug Core UI

Azure/MachineLearningNotebooks#1568 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
broken link Open

ADO doc-bug Pipelines

Azure/MachineLearningNotebooks#1569 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Segmentation fault (core dumped) while running a python script via terminal. Open

ADO bug MLOps

Azure/MachineLearningNotebooks#1570 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Retry pipeline and/or task on failure Open

ADO Pipelines product-question

Azure/MachineLearningNotebooks#1572 · 4 comments · 1 reaction · 0 assignees · Indexed Sep 15, 2026
LocalWebservice exposing wrong port Open

ADO bug MLOps

Azure/MachineLearningNotebooks#1573 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
How to resume training on low priority VMs? Open

ADO product-question Training

Azure/MachineLearningNotebooks#1575 · 7 comments · 4 reactions · 0 assignees · Indexed Sep 15, 2026
Register pandas dataframe memory issues Open

ADO Data4ML product-issue

Azure/MachineLearningNotebooks#1585 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Explain why early stopping isn't implemented Open

ADO MLOps product-question

Azure/MachineLearningNotebooks#1586 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Pandas dataframes with array column values are not correctly persisted as AzureML datasets Open

ADO bug MLOps

Azure/MachineLearningNotebooks#1587 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Azure ML mounting Storage Account Open

ADO bug Workspace Management

Azure/MachineLearningNotebooks#1589 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Unable to open R locfit package in Azure Machine Learning Open

ADO bug MLOps

Azure/MachineLearningNotebooks#1590 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Pipeline parameters with '=' character in string value raise parsing exceptions Open

ADO bug Pipelines

Azure/MachineLearningNotebooks#1592 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add option to use display/friendly names for runs in Tensorboard Open

ADO MLOps product-feedback

Azure/MachineLearningNotebooks#1593 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
WARNING:root:user_name does not exist. (Reinforcement Learning in particle environment) Open

ADO bug MLOps

Azure/MachineLearningNotebooks#1595 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Deployment to AKS uses old image Open

ADO bug Inference

Azure/MachineLearningNotebooks#1596 · 5 comments · 1 reaction · 0 assignees · Indexed Sep 15, 2026
Please provide better documentation for diagnose_workspace Open

Azure/MachineLearningNotebooks#1599 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
DataBricksStep never ends Open

Azure/MachineLearningNotebooks#1603 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Limit input to PipelineParameter Open

Azure/MachineLearningNotebooks#1604 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Azure AutoML error : A field of the entity is over the size limit Open

Azure/MachineLearningNotebooks#1605 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Can't use OutputFileDatasetConfig as AutoML pipeline input Open

Azure/MachineLearningNotebooks#1607 · 5 comments · 2 reactions · 0 assignees · Indexed Sep 15, 2026
Can't pass DataRerence to DatabricksStep Open

Azure/MachineLearningNotebooks#1608 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
New datastore blade does not accept static web container "$web" name Open

Azure/MachineLearningNotebooks#1609 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
azureml.data.azure_storage_datastore upload_files() does not set mime type when uploading to storage container static website. Open

Azure/MachineLearningNotebooks#1610 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
【error:total snapshot size exceeds】tutorial-1st-experiment-sdk-train.ipynb Open

Azure/MachineLearningNotebooks#1611 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
TCNForecaster's `output/model.pt` can't be deserialized Open

Azure/MachineLearningNotebooks#1613 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026

Azure/MachineLearningNotebooks

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