v0.5.2

What's Changed

• ENH: Add changes after removing storage account access keys by @ant0nsc in #946

hi-ml-azure

• ENH: Add a "hello world" test script by @ant0nsc in #948
• ENH: Add support to return the job after submitting a run by @samb-t in #952
• ENH: Add support to show run outputs in SDK v2 by @fepegar in #947
• ENH: Add support to specify input and output data names by @fepegar in #953

New Contributors

• @samb-t made their first contribution in #952!

Full Changelog: v0.5.1...v0.5.2

v0.5.1

What's Changed

hi-ml-azure

• ENH: Add support to pass a prefix for hyperparam args by @fepegar in #936
• ENH: Relax package requirements for hi-ml-azure by @ant0nsc in #924
• MNT: Upgrade to password-free authentication by @ant0nsc in #925

`hi-ml-multimodal'

• MNT: Update hi-ml-multimodal by @fepegar in #928
• MNT: Bump hi-ml-multimodal version by @fepegar in #929

Full Changelog: v0.5.0...v0.5.1

Improved Azure authentication

What's Changed

This release enables the use of password-free federated credentials for GitHub workflows.

Note that this release moves some helper functions for authentication to a new namespace, and might break existing code.

hi-ml-azure

• ENH: Add AzureCLI authentication for SDK v1 codepath by @ant0nsc in #922

Full Changelog: v0.4.3...v0.4.4

v0.4.3

What's Changed

General

• MNT: Delete workflows and switch to built-in tooling by @ant0nsc in #920

hi-ml-azure

• ENH: Make logging consistent by @ant0nsc in #921

Full Changelog: v0.4.2...v0.4.3

Hotfix to enable latest version of azureml-dataprep

What's Changed

AzureML has deployed code that is not compatible with versions of azureml-dataprep before 5.1.6. However, that version 5.1.6 does not have the MountContext class that hi-ml-azure is using.

hi-ml-azure

• ENH: Remove mount context imports by @ant0nsc in #919

Full Changelog: v0.4.1...v0.4.2

More flexible MPI job handling

What's Changed

This release adds a small improvement for AML SDK v1, which can now also be run as MPI jobs on a single node.

hi-ml-azure

• ENH: Enable single-node MPI jobs with SDK v1 by @ant0nsc in #914

Full Changelog: v0.4.0...v0.4.1

Switch to Python 3.9

What's Changed

This version of hi-ml now requires Python 3.9.

hi-ml-azure

• BUG: Allow relative path for entry script for SDK v2 submission by @ant0nsc in #904
• ENH: Apply security fixes by @ant0nsc in #912
• ENH: Allow command in script run config by @ant0nsc in #909
• ENH: Upgrade Python and other packages by @ant0nsc in #910

Full Changelog: v0.3.4...v0.4.0

hi-ml-azure improvements, take 2

What's Changed

This is an second attempt to release what was meant to be v0.3.3. Publishing of that version was blocked because pyright consistently ran out of diskspace. This has now been disabled in #906.

Full Changelog: v0.3.3...v0.3.4

hi-ml-azure improvements

What's Changed

hi-ml-azure

• ENH: Single node runs for SDK v2 can be non-distributed by @ant0nsc in #905

Full Changelog: v0.3.2...v0.3.3

Bug fixes in hi-ml-azure, cpath improvements

What's Changed

hi-ml-azure

• BUG: Fix for duplicate authentication by @ant0nsc in #878
• BUG: AmlIgnore file should not lose its last linebreak by @ant0nsc in #903
• BUG: Enable submitting jobs to compute instances by @ant0nsc in #902

hi-ml-cpath

• BUG: TIFF conversion enforces resolution unit to be centimeter by @ant0nsc in #887
• BUG: DeepMIL model uses training data even when running in eval mode by @ant0nsc in #889
• BUG: Fix KeyError when converting svs to tiff by @kenza-bouzid in #891
• ENH: Add DenseNet encoder by @kenza-bouzid in #892
• ENH: Add Macenko stain normalization by @harshita-s in #896

Full Changelog: v0.3.1...v0.3.2