HyperGraph Datasets
Collection
Collection of HyperGraph Datasets
•
17 items
•
Updated
•
7
hyperedge
int64 2
165k
| nodes
stringlengths 3
113
| timestamp
float64 2.8k
33M
|
---|---|---|
2 | [3, 4] | 2,797 |
3 | [3, 5] | 3,304 |
4 | [6, 7] | 4,523 |
5 | [8, 6] | 7,926 |
6 | [6, 7] | 8,061 |
7 | [9, 10] | 19,403 |
8 | [11, 12] | 19,560 |
9 | [13, 14] | 21,077 |
10 | [13, 15] | 21,280 |
12 | [18, 19] | 21,799 |
13 | [20, 13] | 22,038 |
14 | [21, 22] | 23,175 |
16 | [32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 24, 25, 26, 27, 28, 29, 30, 31] | 23,553 |
17 | [42, 43] | 23,646 |
19 | [46, 47] | 23,712 |
20 | [48, 49] | 23,813 |
21 | [50, 51] | 24,004 |
22 | [42, 52] | 24,076 |
25 | [61, 62] | 24,710 |
26 | [55] | 24,832 |
29 | [5, 63] | 25,431 |
30 | [67, 68] | 25,503 |
31 | [69, 70] | 25,597 |
32 | [67, 68] | 25,608 |
33 | [42, 43] | 25,654 |
34 | [72, 71] | 25,656 |
35 | [73, 22] | 25,811 |
36 | [72, 71] | 25,870 |
37 | [72, 71] | 25,991 |
39 | [49, 76, 77] | 26,225 |
40 | [78, 79] | 26,272 |
41 | [80, 78] | 26,402 |
42 | [80, 78] | 26,484 |
44 | [20, 63] | 27,094 |
45 | [42, 52] | 27,119 |
46 | [83, 84] | 27,133 |
48 | [83, 85] | 27,176 |
49 | [73, 22] | 27,187 |
51 | [83, 87] | 27,254 |
52 | [89, 90] | 27,343 |
53 | [91, 92] | 27,362 |
54 | [21, 93] | 27,408 |
56 | [89, 90, 97] | 27,598 |
58 | [104, 105] | 27,718 |
59 | [104, 105] | 27,822 |
60 | [42, 52] | 28,102 |
61 | [106, 83, 84, 85] | 28,137 |
63 | [108, 63] | 28,193 |
65 | [114, 115] | 28,326 |
66 | [116, 117] | 28,393 |
67 | [118, 119] | 28,544 |
68 | [120, 77] | 28,555 |
69 | [121, 18] | 28,632 |
70 | [106, 83, 84, 85, 87, 122] | 28,784 |
71 | [123, 124] | 28,792 |
72 | [13, 15] | 29,181 |
73 | [125, 126] | 29,445 |
74 | [14, 127] | 29,586 |
76 | [132, 133] | 29,693 |
77 | [41, 27, 30] | 29,736 |
79 | [19, 134] | 29,824 |
81 | [135, 7] | 29,871 |
82 | [116, 63] | 29,928 |
83 | [136, 137] | 29,929 |
84 | [138, 139] | 29,998 |
86 | [140, 141] | 30,009 |
87 | [142, 143] | 30,072 |
88 | [144, 52, 134] | 30,076 |
89 | [145, 146] | 30,105 |
90 | [89, 90] | 30,114 |
91 | [145, 146] | 30,153 |
92 | [147, 148] | 30,274 |
93 | [83, 84] | 30,276 |
94 | [149, 150] | 30,281 |
95 | [104, 151] | 30,392 |
96 | [50, 85] | 30,463 |
97 | [152, 29] | 30,470 |
98 | [153, 154] | 30,512 |
99 | [153, 154] | 30,668 |
100 | [155, 156] | 30,698 |
101 | [13, 14] | 30,809 |
102 | [157, 158] | 30,899 |
104 | [160, 159] | 30,953 |
105 | [3, 4, 5] | 30,970 |
106 | [19, 134] | 30,981 |
107 | [13, 15] | 31,082 |
108 | [40, 24, 36, 30] | 31,085 |
109 | [161, 162] | 31,232 |
110 | [163, 72, 50, 51, 85] | 31,258 |
111 | [163, 72, 50, 51, 85] | 31,286 |
112 | [108, 63] | 31,307 |
115 | [140, 165] | 31,377 |
116 | [120, 77] | 31,435 |
118 | [168, 169] | 31,471 |
119 | [123, 124] | 31,491 |
120 | [170, 171, 116] | 31,576 |
121 | [41, 172] | 31,652 |
122 | [83, 84] | 31,682 |
123 | [104, 124, 173, 62] | 31,721 |
124 | [25, 97] | 31,773 |
Source Paper: https://arxiv.org/abs/1802.06916
from torch_geometric.datasets.cornell import CornellTemporalHyperGraphDataset
dataset = CornellTemporalHyperGraphDataset(root = "./", name="email-Eu", split="train")
@article{Benson-2018-simplicial,
author = {Benson, Austin R. and Abebe, Rediet and Schaub, Michael T. and Jadbabaie, Ali and Kleinberg, Jon},
title = {Simplicial closure and higher-order link prediction},
year = {2018},
doi = {10.1073/pnas.1800683115},
publisher = {National Academy of Sciences},
issn = {0027-8424},
journal = {Proceedings of the National Academy of Sciences}
}