v1.8.1

Build

• fix error during twine upload: "unrecognized or malformed field: 'license-file'

v1.8.0

Python Version Support

• Removed support for Python 3.9
• Added support for Python 3.14
• Updated CI workflows for macOS, Ubuntu, and Windows

Package Metadata

• Added keywords and classifiers to pyproject.toml for better PyPI discoverability

Testing Improvements

• Optimized test suite for faster execution
• Reduced test iterations in multiple test files
• Added optimizers_representative parametrization for subset testing
• Fixed sporadic test failures:
  • test_inf_nan_1: Relaxed lower bound from 10 to 5 for probabilistic validation
  • test_start_temp_1: Added deterministic random seeds and relaxed assertion to allow equality

v1.7.2

What's Changed

• Bump pytest from 8.3.4 to 8.3.5 by @dependabot[bot] in #64
• ⚡️ Speed up function normalize by 79% by @misrasaurabh1 in #69
• ⚡️ Speed up function normalize by 90% by @misrasaurabh1 in #68
• Fix for issue "add support to maximize and minimize objective-function" by @smilingprogrammer in #71
• ⚡️ Speed up method LipschitzFunction.find_best_slope by 81% by @misrasaurabh1 in #67
• Resolve warnings of NumPy library by @emmanuel-ferdman in #79
• Bump pytest from 8.3.5 to 8.4.0 by @dependabot[bot] in #81
• Bump pytest from 8.4.0 to 8.4.1 by @dependabot[bot] in #83
• Bump pytest from 8.4.1 to 8.4.2 by @dependabot[bot] in #88

New Contributors

• @misrasaurabh1 made their first contribution in #69
• @smilingprogrammer made their first contribution in #71
• @emmanuel-ferdman made their first contribution in #79

Full Changelog: v1.7.1...v1.7.2

v1.7.1

• add docstring to public API classes
• add type hints
• drop support for python 3.8

v1.6.0

• add support for numpy v2
• add support for pandas v2
• add support for python 3.12
• transfer setup.py to pyproject.toml
• change project structure to src-layout

v1.5.0

• add Genetic algorithm optimizer
• add Differential evolution optimizer

v1.4.0

• add Grid search parameter that changes direction of search
• add SMBO parameter that enables to avoid replacement of the sampling
• fix bug in transition probability of stochastic-hill-climbing and simulated-annealing

v1.3.0

add support for constrained optimization

v1.2.0

• add DIRECT algorithm
• automatically add random initial positions if necessary (often requested)

v1.0.1

v1.0.1