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feat(ga): Implement quality filtering and precision-based clustering #19

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jono merged 2 commits from v0.5.0-dev into main 2025-10-27 19:26:50 +00:00
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tests/test_polysolve.py
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@@ -101,7 +101,7 @@ def test_get_real_roots_numpy(quadratic_func):
Tests that the NumPy-based genetic algorithm approximates the roots correctly.
"""
# Using more generations for higher accuracy in testing
ga_opts = GA_Options(num_of_generations=25, data_size=50000)
ga_opts = GA_Options(num_of_generations=50, data_size=200000, root_precision=3)
roots = quadratic_func.get_real_roots(ga_opts, use_cuda=False)
@@ -124,7 +124,7 @@ def test_get_real_roots_cuda(quadratic_func):
It will be skipped automatically if CuPy is not available.
"""
ga_opts = GA_Options(num_of_generations=25, data_size=50000)
ga_opts = GA_Options(num_of_generations=50, data_size=200000, root_precision=3)
roots = quadratic_func.get_real_roots(ga_opts, use_cuda=True)