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azure-ai-ml

1.35.03.5M downloads/moAzure/azure-sdk-for-python ↗New releases in your daily digest, changelog included.

Microsoft Azure Machine Learning Client Library for Python

Last release 9 days ago
08 Sep 2026
Ships fairly regularly
a new release about every 2 months
Nearly every release is documented
notes for 53 of 58 stable releases
1 version withdrawn
withdrawn after publishing
4 years old
68 releases · first in 2022

Release timeline

68 releases since 2022

20222023202420252026

20222026

One column per quarter.

Releases

0.1.0b87 Oct 2022pre-releaseDeprecated2 sources agree
Deprecated parameter path has been removed from load and dump methods.
Features Added

Support passing JobService as argument to Command()

Added support for custom setup scripts on compute instances.

Added a show_progress parameter to MLClient for enable/disable progress bars of long running operations.

Support month_days in RecurrencePattern when using RecurrenceSchedule.

Support ml_client.schedules.list with list_view_type, default to ENABLED_ONLY.

Add support for model sweeping and hyperparameter tuning in AutoML NLP jobs.

Added ml_client.jobs.show_services() operation.

Breaking Changes

ComputeOperations.attach has been renamed to begin_attach.

Deprecated parameter path has been removed from load and dump methods.

JobOperations.cancel() is renamed to JobOperations.begin_cancel() and it returns LROPoller

Workspace.list_keys renamed to Workspace.get_keys.

Bugs Fixed

Fix identity passthrough job with single file code

MLClient.from_config can now find the default config.json on Compute Instance when running sample notebooks.

Other Changes

Removed declaration on Python 3.6 support

Added support for custom setup scripts on compute instances.

Updated dependencies upper bounds to be major versions.
Open source →

▸▾0.1.0b722 Sept 2022pre-releaseDeprecated2 sources agree

Load and dump 'path' input still works, but is deprecated and emits a warning.

Features Added

Spark job submission.
Command and sweep job docker config (shmSize and dockerArgs) spec support.
Entity load and dump now also accept a file pointer as input.
Load and dump input names changed from path to 'source' and 'dest', respectively.
Load and dump 'path' input still works, but is deprecated and emits a warning.
Managed Identity Support for Compute Instance (experimental).
Enable using @dsl.pipeline without brackets when no additional parameters.
Expose Azure subscription Id and resource group name from MLClient objects.
Added Idle Shutdown support for Compute Instances, allowing instances to shutdown after a set period of inactivity.
Online Deployment Data Collection for eventhub and data storage will be supported.
Syntax validation on scoring scripts of Batch Deployment and Online Deployment will prevent the user from submitting bad deployments.

Breaking Changes

Change (begin_)create_or_update typehints to use generics.
Remove invalid option from create_or_update typehints.
Change error returned by (begin_)create_or_update invalid input to TypeError.
Rename set_image_model APIs for all vision tasks to set_training_parameters
JobOperations.download defaults to "." instead of Path.cwd()

Bugs Fixed

Other Changes

Show 'properties' on data assets

Open source →

▸▾0.1.0b69 Aug 2022pre-release2 sources agree

Added skip_validation for Job/Component create_or_update

Features Added

Support for AutoML Component
Added skip_validation for Job/Component create_or_update

Breaking Changes

Dataset removed from public interface.

Bugs Fixed

Fixed mismatch errors when updating scale_settings for KubernetesOnlineDeployment.
Removed az CLI command that was printed when deleting OnlineEndpoint

Open source →

▸▾0.1.0b519 Jul 2022pre-release2 sources agree

Allow Input/Output objects to be used by CommandComponent.

Features Added

Allow Input/Output objects to be used by CommandComponent.
Added MoonCake cloud support.
Unified inputs/outputs building and validation logic in BaseNode.
Allow Git repo URLs to be used as code for jobs and components.
Updated AutoML YAML schema to use InputSchema.
Added end_time to job schedule.
MIR and pipeline job now support registry assets.

Bugs Fixed

Have mldesigner use argparser to parse incoming args.
Bumped pyjwt version to <3.0.0.
Reverted "upload support for symlinks".
Error message improvement when a YAML UnionField fails to match.
Reintroduced support for symlinks when uploading.
Hard coded registry base URL to eastus region to support preview.

Open source →

▸▾0.1.0b415 Jun 2022pre-release

Nothing published for this version

▸▾0.1.0b324 May 2022pre-release2 sources agree

### Features Added - First preview.

Features Added

First preview.

Open source →

▸▾0.1.0b221 May 2022pre-release

Nothing published for this version

▸▾0.1.0b118 May 2022pre-release

Nothing published for this version

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