ENH: Add essential changes from main

[ant0nsc]

Add code from PRs

• ENH: Enable logging to AzureML when running training outside AzureML #580 ENH: Enable logging to AzureML when running training outside AzureML
• FIX: Update env var settings for multi node #588 FIX: Update env var settings for multi node
• ENH: Add a way of quickly starting runs with different seeds #597 ENH: Add a way of quickly starting runs with different seeds
• ENH: Submit jobs to Singularity via Amulet #596 ENH: Submit jobs to Singularity via Amulet

[vale-salvatelli]

LGTM thanks Anton!

[codecov]

Codecov Report

Merging #602 (86a5b3f) into transfer_main (378fbb3) will decrease coverage by 0.21%.
The diff coverage is 55.48%.

Flag	Coverage Δ
hi-ml	82.51% <76.53%> (+0.06%)	⬆️
hi-ml-azure	25.42% <23.07%> (-0.06%)	⬇️
hi-ml-cpath	76.66% <100.00%> (ø)

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
hi-ml/src/health_ml/experiment_config.py	100.00% <ø> (ø)
hi-ml-azure/src/health_azure/himl.py	55.17% <20.00%> (-2.65%)	⬇️
hi-ml-azure/src/health_azure/utils.py	25.98% <24.00%> (+0.11%)	⬆️
hi-ml/src/health_ml/deep_learning_config.py	84.71% <58.06%> (-3.27%)	⬇️
hi-ml/src/health_ml/runner.py	85.71% <69.23%> (+3.96%)	⬆️
hi-ml/src/health_ml/utils/logging.py	95.43% <82.35%> (+0.14%)	⬆️
hi-ml/src/health_ml/run_ml.py	76.06% <88.46%> (+0.49%)	⬆️
...l-cpath/src/health_cpath/datasets/default_paths.py	100.00% <100.00%> (ø)
hi-ml/src/health_ml/configs/hello_world.py	87.28% <100.00%> (+0.10%)	⬆️
hi-ml/src/health_ml/lightning_container.py	85.71% <100.00%> (+0.83%)	⬆️
... and 3 more