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the different model architectures are stored in the folder src/experiments.
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the "winning" model is stored in the folder src/final_model/.
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the final model is a simple convolutional-lstm neural network which can be found here.
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we trained this model on multple sets of nationalities and made it usable in with console-interface program in our name-ethnicity-classifier repository.