Add scipy_cobyqa optimizer wrapper #669
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Wrap the COBYQA (Constrained Optimization BY Quadratic Approximations) algorithm from scipy.optimize.minimize. COBYQA is a derivative-free trust-region method that supports bounds and nonlinear constraints. Key changes: - Add IS_SCIPY_GE_1_14 version check in config.py (requires scipy >= 1.14.0) - Rename IS_PANDAS_VERSION_NEWER_OR_EQUAL_TO_2_1_0 to IS_PANDAS_VERSION_GE_2_1 for consistency - Add ScipyCOBYQA class in scipy_optimizers.py - Move COBYQA from not_implemented to implemented in scipy_aliases.py - Regenerate algorithms.py Closes #562 Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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This PR wraps the COBYQA optimizer from scipy.
Closes #562