Version 3.5.6

Major:

• Add configuration file backward-compatibility
• Add U-NeXt V2 model
• Actions added:
  • Add check_code_consistency.yml action to test code consistency (every week)
  • Add upload_biapy_to_pypi.yml to automatically create a PyPI package (when a new release is created)
  • Add create_release_container.yml file to automatically create and update docker containers to Dockerhub (when a new release is created)

Minor:

• Update BMZ model creation and compatibility:
  • Add cover creation and create environment.yaml to be packaged in the BMZ model
  • Add sigmoid activation as BMZ postprocessing so we are more compatible
  • Extract just the pytorch_state_dict from the checkpoint when creating BMZ package
  • Save correct input/output (prediction) for BMZ package
  • Move to bioimageio.core==0.7.0
  • Change slightly the normalization so it can match the one done in BMZ

Bugs fixed:

• Fix BMZ model compatibility checks
• Update notebooks to avoid BMZ error when fields are None
• Fix bug on BMZ zip creation in the notebooks
• Fix missing letter 'S' in configuration variable 'SIGNS'.
• Disabling percentile clipping as that is not done by default in BMZ's scale_range normalization

Full Changelog: v3.5.5...v3.5.6