I would suggest tagging a new release soon. Changes since 2.1.2 have made the code base more readable, added the annotation of plot_tradeoff graphs, removed a lot of dependency warnings (which add noise when running the code), have improved the testing and release process and improved documentation. I provided a list of changes below.

Ping @quaquel.

2.2.0 Changelog

Functional

• prim.py: Make PrimBox.peeling_trajectory["id"] int instead of float #121
• analysis: Allow optional annotation of plot_tradeoff graphs #123
• evaluators.py: Allow MultiprocessingEvaluator to initialize with cpu_count minus N processes #140
• 6d83a6c

Code quality

• Improve code quality with static analysis #119
• a83533a

Dependency depreciations

• feature_scoring: fix Regressor criterion depreciation #125
• feature_scoring.py: Change max_features in get_rf_feature_scores to "sqrt" #129
• 8b8bfe4
• 255e3d6
• e8fbf6f
• b5a9ca9

Testing and CI

• CI: Use Pytest instead of Nose, update default build to Python 3.10 #131
• Release CI: Only upload packages if on main repo #132
• CI: Split off flake8 linting in seperate job #133
• CI: Add weekly scheduled jobs and manual trigger #137

Documentation

• Docs: Installation.rst: Add how to install master or custom branch #122
• 28569bd
• 28569bd
• Docs: Replace all http links with secure https URLs #134
• ebdbc9f