Releases: microsoft/hi-ml
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
Full Changelog: v0.4.3...v0.4.4
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
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
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
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