v0.6.0

What's Changed

• Move config_space to base Optimizer property by @bpkroth in #697
• Pin a devcontainer version to workaround library search path issue by @bpkroth in #699
• Typing tweaks by @bpkroth in #696
• Add cardinality and size related properties to Tunables by @bpkroth in #698
• Don't shell interpret commit messages by @bpkroth in #702
• Disable flaky logging line in CI workflow by @bpkroth in #703
• Pluggable Scheduler implementation by @motus in #691
• Conda Updates by @bpkroth in #705
• Add GridSearch Optimizer support by @bpkroth in #690
• Factor out the functionality of best config tracking into a separate abstract Optimizer class by @motus in #709
• Roll back forceful assignment of PATH when invoking a local process by @motus in #708
• A function for a popular None if value is None else func(value) code pattern by @motus in #707
• Tweak Storage schema related tests by @bpkroth in #712
• Pluggable Scheduler by @motus in #710
• Add more tests for Scheduler configurations (CLI and JSON) by @motus in #717
• UTC datetime handling improvements by @motus in #716
• Rename max_iterations to max_suggestions and track in Optimizer .suggest() instead of .register() by @motus in #713
• Add max_trials scheduler config parameter by @motus in #719
• bugfix: handle -Inf in try_parse_val() function by @motus in #724
• Pass multiple metrics into the optimizer by @motus in #723
• use Python 3.11 in Windows conda env by @motus in #728
• Allow multiple objectives in the optimizer config by @motus in #725
• Implement multi-objective optimization in mlos_bench base classes by @motus in #726
• CI fixups: changes in package naming via upstream libs (dash to underscore) by @bpkroth in #733
• Fix docstrings for mlos_core SMAC and FLAML optimizers by @motus in #736
• Issue a warning on non-null optimization context by @motus in #735
• make optimizer a fixture for 1-hot encoding/decoding tests by @motus in #737
• Pin a lower version of matplotlib while we wait for dabl to get fixed by @bpkroth in #743
• Update mlos_core API to support with multi-factor optimization by @motus in #730
• Cascading series of CI dependency problems by @bpkroth in #746
• Pass optional weights for optimization targets in mlos_core; implement multi-target optimization for FLAML. by @motus in #738
• Limit CI concurrency by @bpkroth in #753
• Added missing 'shell_env_params' in redis.jsonc by @DelphianCalamity in #754
• Temporarily avoid broken numpy dependency by @bpkroth in #757
• Require explicit arguments for mlos_core optimizers by @jsfreischuetz in #760
• Add some dev notes on contributing to the MLOS project by @bpkroth in #761
• Cleanup a warning issued by the SmacOptimizer cleanup code by @bpkroth in #767
• Staged Makefile Improvements by @bpkroth in #762
• Remove a few under used vscode extensions by @bpkroth in #765
• Add Metadata to optimizers by @jsfreischuetz in #770
• Better naming and values for MockEnv parameters + unit tests by @motus in #769
• Introduce pyproject.toml build changes by @bpkroth in #764
• Fix Linting Error in os_environ.py by @jsfreischuetz in #772
• Prepare isort black formatters and checks by @bpkroth in #766
• Make sure One Shot Optimizer always returns the same suggestion by @motus in #759
• CI fixups by @bpkroth in #783
• bugfix: is_defaults() is a method, not property by @motus in #782
• bugfix: MySQL can round microseconds into the future causing scheduler to skip trials by @motus in #775
• Temporarily restrict ConfigSpace version by @bpkroth in #791
• Enable black, isort, and doc formatters and checks by @bpkroth in #774
• Ignore reformatting revision by @bpkroth in #794
• Bump version: 0.5.1 → 0.6.0 by @bpkroth in #795

New Contributors

• @DelphianCalamity made their first contribution in #754
• @jsfreischuetz made their first contribution in #760

Full Changelog: v0.5.1...v0.6.0