test: Add comprehensive test suite for SCMNG model - #91
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Covers basic fit/predict, gamma decay, class-wise omega shapes, lr_ratio, omega_lr, scan/minibatch training, save/load roundtrip, resume/partial_fit, and small-gamma baseline recovery.
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Covers basic fit/predict, gamma decay, class-wise omega shapes, lr_ratio, omega_lr, scan/minibatch training, save/load roundtrip, resume/partial_fit, and small-gamma baseline recovery.