add gradient tests #72
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Codecov ReportPatch and project coverage have no change.
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## main #72 +/- ##
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Coverage 89.71% 89.71%
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Files 7 7
Lines 457 457
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Hits 410 410
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Just adds checks for the gradients again numerical differences with JAX.