Release v0.5.2

Fix scikit-learn deprecation warning.

Release v0.5.1

Fixed minimum versions of dependencies.

Release v0.5.0

Updated dependencies.

From:

toml = "^0.9"
scikit-learn = "^0.22.2"
numpy = "^1.18.4"
matplotlib = "^3.2.1"
seaborn = "^0.10.1"
pandas = "^1.0.3"

To:

toml = "^0.10"
scikit-learn = "^0.23"
numpy = "^1.19"
matplotlib = "^3.3"
seaborn = "^0.11"
pandas = "^1.1"

Release v0.4.6

Updated documentation.

Release v0.4.5

Better logging.

Release v0.4.3

Added documentation via http://readthedocs.io/.

Release v0.4.2

Updated README with more examples.

Release v0.4.1

• new random_state option NatureInspiredSearchCV
• bug fixes in cache invalidation during multiple runs

Release v0.4.0

The nature-inspired search can be run multiple times, this will provide more stable results. Helper visualization functions were updated to show multiple runs/select run to show.

Release v0.3.0

• new algorithms: Hybrid Bat Algorithm, Hybrid Self Adapting Bat Algorithm
• changed default option values for NatureInspiredSearchCV, the new defaults are:
  • algorithm = hba
  • population_size = 50
  • max_n_gen = 100
  • max_stagnating_gen = 20