SauravMaheshkar commited on
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feat: add data objects

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+ **/.DS_Store
processed/inductive/test_df.csv ADDED
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processed/inductive/val_df.csv ADDED
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processed/transductive/test_df.csv ADDED
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processed/transductive/train_df.csv ADDED
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raw/DATA-DESCRIPTION.txt ADDED
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+ Each timestamped simplex dataset consists of three files:
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+ 1. dataset-nverts.txt
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+ 2. dataset-simplices.txt
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+ 3. dataset-times.txt
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+
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+ All three files represent a vector of integers. There is one integer per line.
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+
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+ The first file contains the number of vertices within each simplex. The second
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+ file is a contiguous list of the nodes comprising the simplices, where the
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+ ordering of the simplices is the same as in the first file. The third file
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+ contains the timestamps for each simplex. The length of the vectors in the first
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+ and third files is the same, and the length of the vector in the second file is
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+ the sum of the integers in the first file.
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+
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+ Consider an example dataset consisting of three simplices:
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+ 1. {1, 2, 3} at time 10
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+ 2. {2, 4} at time 15.
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+ 3. {1, 3, 4, 5} at time 21.
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+ Then files would look as follows:
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+
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+ example-nverts.txt
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+ 3
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+ 2
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+ 4
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+
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+ example-simplices.xt
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+ 1
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+ 2
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+ 3
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+ 2
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+ 4
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+ 1
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+ 3
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+ 4
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+ 5
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+
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+ example-times.txt
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+ 10
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+ 15
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+ 21
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+
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+
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+
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+ For problems, please contact Austin Benson at arb@cs.cornell.edu.
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+ This dataset is constructed from a contact network amongst high school students
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+ in Marseilles, France, in December 2013. The contact network was downloaded from
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+ http://www.sociopatterns.org/datasets/high-school-contact-and-friendship-networks/
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+
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+ We form simplices through cliques of simultaneous contacts. Specifically, for
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+ every unique timestamp in the dataset, we construct a simplex for every maximal
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+ clique amongst the contact edges that exist for that timestamp. Timestamps were
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+ recorded in 20 second intervals.
raw/contact-high-school-nverts.txt ADDED
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raw/contact-high-school-simplices.txt ADDED
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raw/contact-high-school-times.txt ADDED
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