MIN: Multi-dimensional Interest Network for Click-Through Rate Prediction

Our code is implemented based on DeepCTR (https://github.com/shenweichen/deepctr).

Running

We use Python 3.7 and Tensorflow 2.0.

Prepare Data

You can get datasets from amazon website: reviews_Electronics_5.json, reviews_Movies_and_TV_5.json and reviews_Grocery_and_Gourmet_Food_5.json.The basic data processing process reference the DIEN (https://github.com/mouna99/dien) and we have unique processing steps.You can run
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prepare_data.ipynb
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Note:'samples.pkl' is a partial sample of dataset Grocery after processing.

MIN Model

The model operation entry is at
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main.ipynb
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