What's Changed

hi-ml-azure

BUG: Fix broken --azureml flag by @peterhessey in #709
ENH: Allow for distributed jobs in AML SDK v2 by @mebristo in #730
BUG: Add waiting for job completion for SDK v2 by @ant0nsc in #669
BUG: Do not remove conda_env argument when submitting with SDK v2 by @ant0nsc in #737
BUG: Training HelloWorld using AML v2 SDK hangs by @ant0nsc in #741

ENH: Enable adding additional env variables from container by @kenza-bouzid in #689
BUG: Retire DATASET_MOUNT_CACHE_SIZE by @kenza-bouzid in #692
ENH: Add logic to find recovery checkpoints for preempted runs by @ant0nsc in #705
ENH: Add shadow workflow for hi-ml-pr by @mebristo in #595
ENH: Reduce logging noise in test suite by @ant0nsc in #718
ENH: Allow low-priority preemption after training by @ant0nsc in #722
ENH: Simplify MLRunner Inference by @kenza-bouzid in #734

ENH: Upgrade cucim and tiffile by @kenza-bouzid in #691
ENH: Enable overriding tiling on the fly steps by @kenza-bouzid in #696
ENH: Add diagnostics tools by @kenza-bouzid in #695
ENH: Add option to tile a single slide selected by slide id by @maxilse in #707
Bump wheel from 0.36.2 to 0.38.1 in /hi-ml-cpath by @dependabot in #713
BUG: Fix slow-path warning in tests that use MockPandaSlidesGenerator by @kenza-bouzid in #717
ENH: Recreate datamodule for extra validation and inference by @kenza-bouzid in #721
ENH: Improve Attention Heatmaps plots by @kenza-bouzid in #723
ENH: Re-enable a test for SSL encoders by @ant0nsc in #726
ENH: Allow return of intermediate layers from ResNet by @markpinnock in #724
BUG: Subsample tiles without replacement by @harshita-s in #732
ENH: Use UnrepeatedDistributedSampler for validation and test by @kenza-bouzid in #743

TEST: Update CI to compute and upload coverage for hi-ml-multimodal by @fepegar in #685
ENH: Use module-level logger in hi-ml-multimodal by @fepegar in #687

DOC: Refer to CONTRIBUTING for list valid prefixes by @fepegar in #686
ENH: Improve PR workflows by @ant0nsc in #697
ENH: Clean up readme file in the template for new projects by @ant0nsc in #702
Bump setuptools from 59.5.0 to 65.5.1 in /new_project_template by @dependabot in #714
Bump setuptools from 59.5.0 to 65.5.1 in /hi-ml-multimodal by @dependabot in #715
Bump wheel from 0.36.2 to 0.38.1 in /new_project_template by @dependabot in #711
Bump wheel from 0.36.2 to 0.38.1 by @dependabot in #710
ENH: Simplify makefile targets by @ant0nsc in #728
ENH: Remove mypy cache folder in make clean by @ant0nsc in #735

Full Changelog: v0.2.11...v0.2.12