Use softmax rather than argmax and provide unit tests
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As @ma595 suggested, use of
argmaxwas making the loss function non-differentiable andsoftmaxshould be used instead.This PR makes this change and adds some unit tests, including one that checks the loss function values sum to 1, as should be the case for a classification problem.