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TST test sample weight for NARX #67

@MatthewSZhang

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@MatthewSZhang

The sample weight of NARX cannot be checked by repeat or remove samples like scikit-learn does. Need specific test for it.

The sample weight only effect the loss function of narx. We can use static narx, which does not contain y and time delays, to test if the sample weight effect loss correctly by repeating or removing samples.

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