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mercari price suggestion challenge

Here we tried three differenct methods for predicting price based on the title and description of the merchandise

TFIDF_model: MLP model based on the TFIDF vector representation of the items

TFIDF_model_with_interact: MLP model based on the TFIDF vector representation of the items + interaction between title and category of the item

GRU_model: use GRU to convert the item title and descriptions to vectors and build regression neural network on top of it.

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