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carte-benchmark

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  This dataset is the tabular-data benchmark used in the CARTE paper (https://arxiv.org/abs/2402.16785)
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- It has the particularity of being made of tables with high-cardinality string
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- ## Descriptions
 
 
 
 
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  - Anime Planet <br />(https://www.kaggle.com/datasets/hernan4444/animeplanet-recommendation-database-2020) <br /> This dataset contains information about anime scrapped from the website Anime-Planet. The task is to predict the average rating of the anime on this site.
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  - Babies R Us <br />(http://pages.cs.wisc.edu/~anhai/data/784_data/bikes/csv_files/babies_r_us.csv) <br /> Information of baby products scraped from the Babies R Us website. The task is to predict the price of baby products.
 
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  This dataset is the tabular-data benchmark used in the CARTE paper (https://arxiv.org/abs/2402.16785)
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+ CARTE is a pretrained model for tabular data by treating each table row as a star graph and training a graph transformer on top of this representation.
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+ It has the particularity of being made of tables with high-cardinality string.
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+ The codes for CARTE can be found at https://github.com/soda-inria/carte
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+ # Descriptions
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  - Anime Planet <br />(https://www.kaggle.com/datasets/hernan4444/animeplanet-recommendation-database-2020) <br /> This dataset contains information about anime scrapped from the website Anime-Planet. The task is to predict the average rating of the anime on this site.
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  - Babies R Us <br />(http://pages.cs.wisc.edu/~anhai/data/784_data/bikes/csv_files/babies_r_us.csv) <br /> Information of baby products scraped from the Babies R Us website. The task is to predict the price of baby products.