Search is not available for this dataset
node_feat sequence | edge_index sequence | edge_attr sequence | y sequence | num_nodes int64 6 38 |
|---|---|---|---|---|
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
8,
8,
8,
9,
9,
9,
10,
11,
11,
11,
12,
12,
13,
13,
13,
14,
14,
14,
15,
16,
16,
16,
17,
17,
17,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
3.046437978744507
] | 33 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
4
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
6,
6,
6,
7,
8,
8,
8,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
16,
16,
17,
17
],
[
1,
0,
2,
1,
3,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
0.49065685272216797
] | 18 |
[
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
5
],
[
4
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
2
],
[... | [
[
0,
1,
1,
2,
2,
3,
3,
3,
4,
4,
4,
5,
5,
6,
6,
6,
7,
8,
8,
8,
9,
9,
10,
10,
10,
11,
11,
11,
12,
12,
12,
13,
14,
14,
15,
15,
15,
16,
17,
17,
17,
18,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
1.0850775241851807
] | 26 |
[
[
0
],
[
8
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
3
],
[
3
],
[
3
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
12,
12,
13,
14,
15
],
[
1,
0,
2,
10,
1,
3,
2,
4,
3,
5,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[... | [
-1.9355473518371582
] | 16 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
1
],
[
2
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
6,
7,
7,
7,
8,
9,
9,
9,
10,
11,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
17,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[... | [
1.5753750801086426
] | 32 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
],
[
11
],
[
4
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
5,
5,
6,
7,
7,
8,
8,
8,
9,
10,
10,
10,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
18,
19,... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
0.045144904404878616
] | 22 |
[
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
11
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
6
],
[
0
],
[
2
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
13,
13,
14,
14,
15,
15,
15,
16,
16,
16,
17,
17,
18,
18,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
-1.022381067276001
] | 22 |
[
[
1
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
0
],
[
1
],
[
7
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
5,
6,
6,
6,
7,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
15,
15,
16,
17,
17,
18,
18,
18,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[... | [
-0.10792715102434158
] | 34 |
[
[
1
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
1
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
8,
8,
9,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
18,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
2
],
[... | [
2.517665147781372
] | 27 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
9,
10,
11,
11,
11,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
18,
18,
19,
19,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
1.1924989223480225
] | 23 |
[
[
0
],
[
4
],
[
2
],
[
0
],
[
1
],
[
4
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
5,
5,
5,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
18,
18,
19,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[... | [
-0.21836867928504944
] | 22 |
[
[
1
],
[
5
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[
0
],
[
0
],
[
0
],
[
6
],
[
0
],
[
0
],
[
3
]
] | [
[
0,
1,
1,
1,
1,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
6,
7,
8,
8,
9,
9,
10,
10,
10,
11,
12,
12,
12,
13,
13,
14,
14,
15,
15,
15,
16,
17,
17,
18,
18,
18,
19
... | [
[
2
],
[
2
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[... | [
2.2736618518829346
] | 20 |
[
[
0
],
[
5
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
4
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
4,
5,
5,
5,
6,
7,
7,
7,
8,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
15,
16,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[... | [
-2.5784268379211426
] | 23 |
[
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
6
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
2
],
[
4
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
3,
3,
3,
4,
4,
4,
5,
6,
6,
6,
7,
7,
7,
8,
8,
8,
9,
9,
9,
10,
10,
11,
11,
11,
12,
13,
13,
14,
14,
15,
15,
15,
16,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
1.940700650215149
] | 27 |
[
[
0
],
[
0
],
[
5
],
[
1
],
[
4
],
[
0
],
[
0
],
[
0
],
[
4
],
[
2
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
8,
8,
8,
9,
9,
10,
10,
10,
11,
12,
12,
12,
13,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
19,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
0.03784539923071861
] | 23 |
[
[
0
],
[
4
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
8
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-0.41447556018829346
] | 23 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
5
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
15,
15,
15,
16,
16,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
1.0540423393249512
] | 25 |
[
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
2
],
[
0
],
[
4
],
[
0
],
[
8
],
[
0
],
[
0
],
[
2
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
15,
16,
16,
17,
17,
17,
18,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
-4.183933258056641
] | 23 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
13,
14,
14,
14,
15,
16,
16,
17,
17,
17,
18,
18,
19,
19,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[... | [
1.7808376550674438
] | 28 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
5
],
[
2
],
[
0
],
[
0
],
[
8
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
7,
7,
7,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
12,
13,
14,
14,
15,
15,
16,
16,
16,
17
],
[
1,
0,
2,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
-1.4287405014038086
] | 18 |
[
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
2
],
[
0
],
[
4
],
[
0
],
[
0
],
[
0
],
[
8
],
[
0
],
[
4
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
4,
4,
4,
5,
5,
6,
6,
6,
7,
7,
8,
8,
8,
9,
10,
10,
10,
11,
11,
12,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
18,
18,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
-2.8454372882843018
] | 24 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
10
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
7,
8,
9,
9,
9,
10,
10,
11,
12,
12,
13,
14,
14,
15,
15
],
[
1,
0,
2,
1,
3,
2,
4,
15,
3,
5,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-0.7941361665725708
] | 16 |
[
[
10
],
[
0
],
[
4
],
[
0
],
[
0
],
[
0
],
[
6
],
[
0
],
[
5
],
[
2
],
[
0
],
[
0
],
[
4
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
]
] | [
[
0,
1,
1,
2,
2,
2,
3,
3,
3,
4,
4,
5,
5,
5,
6,
7,
7,
8,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
17,
18,
18
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-0.6539987921714783
] | 19 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
1
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
6,
7,
8,
9,
9,
9,
10,
11,
11,
12,
12,
13,
13,
13,
13,
14,
15,
16,
16,
16,
17,
17,
18,
18,
19,
19,
20,
20... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
0.7029666900634766
] | 22 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
4
],
[
0
],
[
4
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
6
],
[
0
],
[
0
],
[
0
],
[
1
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
4,
5,
5,
5,
6,
7,
7,
8,
8,
8,
9,
9,
10,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
15,
16,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
1.3554582595825195
] | 25 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
11
],
[
4
],
[
0
],
[
0
],
[
0
],
[
0
],
... | [
[
0,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
17,
18,
18... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[... | [
-1.63985013961792
] | 25 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
7
],
[
2
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
10,
11,
12,
13,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
0.2947780191898346
] | 29 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
8
],
[
0
],
[
4
],
[
1
],
[
0
],
[
2
],
[
0
],
[
4
],
[
0
],
[
1
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
8,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
13,
14,
15,
15,
16,
16,
16,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-2.637197256088257
] | 27 |
[
[
0
],
[
0
],
[
0
],
[
4
],
[
2
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
3,
3,
3,
4,
4,
5,
5,
5,
6,
7,
7,
8,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
16,
16,
17,
17,
18,
18,
18,
19,
19,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[... | [
1.2390533685684204
] | 23 |
[
[
1
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
8
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
8,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
-0.7144904136657715
] | 20 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
1
],
[
0
],
[
0
],
[
4
],
[
0
],
[
11
],
[
0
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
5,
5,
6,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
16,
17,
17
],
[
1,
0,
2,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-1.1949774026870728
] | 18 |
[
[
0
],
[
4
],
[
0
],
[
5
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
8
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
7,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13
],
[
1,
0,
2,
13,
1,
3,
2,
4,
3,
5,
13,
4,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-4.4014573097229
] | 14 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
6
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
6,
6,
6,
7,
7,
8,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
15,
15
],
[
1,
0,
2,
15,
1,
3,
2,
4,... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
2.789921283721924
] | 16 |
[
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
],
[
0
],
[
0
],
[
0
],
[
12
],
[
1
],
[
7
],
[
1
],
[
2
],
[
2
],
[
2
],
[
2
],
[
0
],
... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
6,
7,
7,
7,
8,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
12,
13,
14,
15,
15,
16,
16,
16,
17,
17,
18,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
-1.5068634748458862
] | 22 |
[
[
0
],
[
0
],
[
0
],
[
5
],
[
0
],
[
2
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
2
],
[
0
],
[
2
],
[
5
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
6,
6,
6,
7,
7,
8,
9,
9,
9,
10,
10,
11,
12,
12,
12,
13,
14,
14,
15,
15,
16,
16,
17
],
[
1,
0,
2,
1,
3,
2,
4,
3... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
3
],
[
3
],
[
1
],
[
1
],
[
2
],
[
1
],
[... | [
-1.2602524757385254
] | 18 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
4
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
5
],
[
0
],
[
1
],
[
1
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
9,
9,
9,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
17,
17,
18,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
-1.0245404243469238
] | 24 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
12
],
[
1
],
[
7
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
4,
5,
5,
5,
6,
7,
8,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
18,
19,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
1.5810554027557373
] | 22 |
[
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
4
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
3,
3,
3,
4,
5,
5,
5,
6,
6,
7,
7,
8,
8,
9,
9,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
13,
14,
14,
14,
15,
16,
16,
17,
17,
17,
18,
19,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-0.5484621524810791
] | 23 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
0
],
[
8
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
4,
4,
4,
5,
5,
5,
6,
7,
7,
8,
8,
8,
9,
9,
10,
10,
10,
11,
11,
11,
12,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
19,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[... | [
-0.9906784296035767
] | 22 |
[
[
1
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
8,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
15,
16,
16,
17,
17,
18,
18,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
2.3338496685028076
] | 25 |
[
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
9
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
4
],
[... | [
[
0,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
8,
8,
9,
9,
9,
10,
10,
10,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
17,
18,
18,
19,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[... | [
2.427947521209717
] | 26 |
[
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
4,
5,
5,
5,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-0.496083527803421
] | 36 |
[
[
1
],
[
0
],
[
2
],
[
4
],
[
4
],
[
0
],
[
0
],
[
1
],
[
4
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
4
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
8,
8,
8,
9,
9,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-1.7308242321014404
] | 23 |
[
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[
0
],
[
3
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
7,
8,
9,
9,
10,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
15,
15,
16,
16,
16,
17,
18,
18,
19,
19
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
2.80759596824646
] | 20 |
[
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
3
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
2
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
5,
5,
6,
7,
8,
8,
9,
9,
10,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
1.0331376791000366
] | 23 |
[
[
1
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[
6
],
[
0
],
[
4
],
[
0
],
[
5
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
9,
9,
9,
10,
11,
11,
12,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
17,
18,
19,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
1.3777616024017334
] | 28 |
[
[
0
],
[
0
],
[
2
],
[
1
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
8,
8,
8,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
18,
18
],
[
1,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
1.4283742904663086
] | 19 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
2
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
4
],
[... | [
[
0,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
7,
7,
7,
8,
8,
8,
9,
10,
10,
11,
11,
11,
12,
12,
12,
13,
13,
14,
14,
14,
15,
15,
16,
17,
17,
18,
18,
18,
19... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-1.0010637044906616
] | 28 |
[
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
2
],
[
0
],
[
7
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
3,
3,
3,
4,
5,
5,
5,
6,
7,
7,
8,
8,
8,
9,
9,
10,
10,
10,
11,
12,
12,
13,
13,
13,
14,
14,
14,
15,
15,
16,
16,
16,
17,
18,
18,
18,
19... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
-1.537470817565918
] | 24 |
[
[
0
],
[
2
],
[
0
],
[
1
],
[
4
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
2
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
8,
8,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
14,
15,
15,
15,
16,
16,
16,
17,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
1.532268762588501
] | 32 |
[
[
2
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
6
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
3,
3,
4,
5,
5,
6,
6,
6,
7,
7,
8,
8,
9,
9,
9,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
18,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[... | [
3.0508716106414795
] | 29 |
[
[
0
],
[
4
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
6
],
[
0
],
[
0
],
[
6
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
2
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
5,
5,
5,
6,
6,
6,
7,
8,
8,
9,
9,
9,
10,
11,
11,
12,
12,
12,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
17,
18,
18,
19,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[... | [
1.5490809679031372
] | 24 |
[
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
6
],
[
0
],
[
0
],
[
6
],
[
2
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
8,
8,
9,
9,
9,
10,
11,
11,
12,
12,
13,
13,
13,
14,
15,
15,
15,
16,
16,
17,
17,
18,
18,
19,
19,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
2.138195276260376
] | 21 |
[
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
3
],
[
3
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
6,
6,
6,
7,
7,
8,
8,
9,
9,
10,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
15,
16,
17,
18,
18,
19,
19
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
1.4120962619781494
] | 20 |
[
[
0
],
[
4
],
[
0
],
[
0
],
[
1
],
[
1
],
[
4
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
5,
5,
6,
6,
6,
7,
8,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
17,
18,
19,
19
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
0.8202136158943176
] | 20 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
8
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
0
],
[
0
],
[
5
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
8,
9,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
-0.49905458092689514
] | 23 |
[
[
1
],
[
0
],
[
0
],
[
4
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
4,
4,
5,
5,
6,
6,
6,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[... | [
2.1688790321350098
] | 29 |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
4,
4,
5,
5,
5,
6,
6,
7,
7,
8,
8,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
1.7526112794876099
] | 24 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
1
],
[
2
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
7,
7,
7,
8,
9,
9,
9,
10,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
19,
19,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
1.3327882289886475
] | 22 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
6,
7,
8,
8,
9,
9,
9,
10,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
15,
16,
16,
17,
17,
18,
18,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
1.2156662940979004
] | 26 |
[
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
0
],
[
2
],
[
2
],
[
0
],
[
5
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
4,
5,
5,
5,
6,
6,
7,
7,
7,
8,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
18,
18,
... | [
[
3
],
[
3
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
-0.9990223050117493
] | 31 |
[
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
1
],
[
0
],
[
2
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
3,
3,
3,
4,
4,
5,
5,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17
],
[
1,
0,
2,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[... | [
-3.1273906230926514
] | 18 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
8
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
15,
15,
16,
16,
17,
17,
18,
18,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-0.4681447148323059
] | 26 |
[
[
1
],
[
12
],
[
7
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
3,
3,
3,
3,
4,
4,
5,
5,
5,
6,
6,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15
],
[
1,
0,
2,
3,
1,
1,
4,
11,... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[... | [
1.362473487854004
] | 16 |
[
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
3
],
[
3
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
17,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-1.1767911911010742
] | 23 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[... | [
[
0,
1,
1,
1,
2,
3,
3,
4,
4,
5,
5,
5,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
13,
14,
15,
15,
16,
16,
17,
17,
17,
17,
18,
19,
20... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-0.3558456599712372
] | 22 |
[
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
0
],
[
0
],
[
2
],
[
4
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
8,
8,
9,
9,
10,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
15,
15,
16,
16,
17,
17,
18,
18
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
0.12020017206668854
] | 19 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
11
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
2
]
] | [
[
0,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
7,
8,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17
],
[
1,
0,
2,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
-1.0348047018051147
] | 18 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
5
],
[
1
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
1
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
6,
6,
6,
7,
7,
7,
7,
8,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
15,
15,
16,
17,
18,
18,
19,
19,... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
2
],
[
1
],
[
2
],
[
2
],
[... | [
0.9426290392875671
] | 21 |
[
[
0
],
[
4
],
[
2
],
[
5
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
3,
4,
5,
6,
6,
6,
7,
7,
8,
8,
9,
9,
10,
10,
10,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
17,
18,
18,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
2
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[... | [
1.3817572593688965
] | 25 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
5
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
6,
7,
7,
7,
8,
9,
9,
10,
10,
10,
11,
11,
11,
12,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[... | [
1.8713124990463257
] | 25 |
[
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
4
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
6
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
7,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
18,
18,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
0.8863378763198853
] | 23 |
[
[
0
],
[
5
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
4
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
7,
8,
9,
9,
10,
10,
10,
11,
11,
12,
13,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
17,
18,
18,
19,... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
0.07941502332687378
] | 25 |
[
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
1
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
],
[
1
],
[
2
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
8,
8,
9,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
17,
18,
19,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[... | [
-0.024473033845424652
] | 26 |
[
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
12
],
[
1
],
[
7
],
[
0
],
[
0
],
[
0
],
[
8
],
[
0
],
[
0
],
[
2
],
[
0
],
[
2
]
] | [
[
0,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
8,
9,
10,
11,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
17,
18,
19,
19
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
-1.266184687614441
] | 20 |
[
[
1
],
[
0
],
[
2
],
[
0
],
[
2
],
[
2
],
[
0
],
[
0
],
[
3
],
[
3
],
[
3
],
[
5
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
7,
7,
8,
9,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18
],
[
1,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
1.416025996208191
] | 19 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
1
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
3,
3,
4,
4,
4,
4,
5,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
12,
12,
13,
13,
14,
14,
14,
15,
16,
16,
17,
17,
17,
17,
18,
19... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
1.7201098203659058
] | 25 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
],
[
1
],
[
1
],
[
2
],
[
0
],
[
0
],
[
1
],
[
4
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
5,
5,
5,
6,
6,
6,
6,
7,
8,
9,
9,
9,
10,
11,
11,
11,
12,
13,
13,
13,
14,
15,
15,
16,
16,
16,
17,
18,
18,
18,
18,
19,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[... | [
0.09759949147701263
] | 25 |
[
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
5
],
[
0
],
[
2
],
[
4
],
[
8
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
4,
4,
4,
5,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[... | [
-4.546579837799072
] | 29 |
[
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
6
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
5
]
] | [
[
0,
1,
1,
1,
2,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
8,
8,
8,
9,
10,
10,
10,
11,
11,
11,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
17,
17,
18,
18,
18,
19,
1... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
2.4868245124816895
] | 20 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
8
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[
6
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
9,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
15,
16,
17,
17,
17,
18,
19,
19,
... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
-0.9911718368530273
] | 21 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
2
],
[
4
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
],
[
3
],
[
3
],
[
3
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
7,
7,
8,
8,
8,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
15,
16,
16,
16,
16,
17,
18,
19,... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
1.3629655838012695
] | 23 |
[
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
8
],
[
0
],
[
0
],
[
0
],
[
1
],
[
7
]
] | [
[
0,
1,
1,
1,
2,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
9,
9,
10,
10,
10,
11,
12,
12,
13,
13,
13,
14,
15
],
[
1,
0,
2,
3,
1,
1,
4,
3,
5,
4,
6,
5,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-6.277356147766113
] | 16 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
4
],
[
0
],
[
1
],
[
4
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
8,
9,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
15,
16,
16,
17,
17,
17,
18,
19,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[... | [
0.17412172257900238
] | 25 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
7,
7,
8,
8,
9,
9,
9,
10,
11,
11,
11,
12,
12,
13,
13,
13,
13,
14,
15,
16,
16,
16,
16,
17,
18,
19,
19,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
1.2017881870269775
] | 23 |
[
[
0
],
[
4
],
[
0
],
[
4
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[
0
],
[
2
],
[
5
],
[
0
]
] | [
[
0,
1,
1,
1,
2,
2,
3,
3,
3,
4,
5,
5,
6,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
11,
12,
13,
13,
13,
14,
14,
14,
15,
16,
17,
17
],
[
1,
0,
2,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
0.48194384574890137
] | 18 |
[
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
],
[
10
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
]
] | [
[
0,
1,
1,
2,
2,
2,
3,
3,
3,
4,
4,
5,
5,
6,
6,
7,
7,
8,
8,
9,
9,
9,
10,
10,
11,
12,
12,
13,
13,
13,
14,
15,
15,
16
],
[
1,
0,
2,
1,
3,
9,
2,
4,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-1.9438974857330322
] | 17 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
2
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
7,
7,
8,
8,
8,
9,
9,
9,
10,
11,
11,
12,
12,
12,
13,
13,
14,
14,
14,
15,
16,
16,
17,
17,
17,
18,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
2.9907851219177246
] | 31 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
8
],
[
0
],
[
0
],
[
0
],
[
0
]
] | [
[
0,
1,
1,
2,
2,
2,
3,
4,
4,
4,
5,
6,
6,
7,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
12,
13,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
18,
19,
19... | [
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[... | [
-1.1912872791290283
] | 21 |
[
[
0
],
[
0
],
[
2
],
[
0
],
[
4
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
1
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
4,
5,
5,
5,
6,
7,
7,
7,
8,
9,
9,
10,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
15,
16,
16,
16,
17,
17,
18,
18,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-0.22917161881923676
] | 25 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
2
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
2
],
[
1
],
[
2
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
6,
7,
7,
8,
8,
8,
9,
9,
9,
10,
11,
11,
12,
12,
13,
13,
13,
14,
15,
15,
15,
16,
16,
16,
17,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
0.3498706817626953
] | 31 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
1
],
[
0
],
[
4
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
6,
6,
6,
7,
7,
7,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
16,
16,
17,
17,
18,
18,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
-3.6074652671813965
] | 25 |
[
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[
6
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
2,
3,
3,
4,
4,
5,
5,
5,
6,
7,
7,
7,
8,
9,
9,
10,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
15,
16,
16,
17,
17,
18,
18,
18,... | [
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[... | [
1.246964454650879
] | 24 |
[
[
0
],
[
2
],
[
0
],
[
0
],
[
8
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
2
],
[
2
],
[
2
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
6,
6,
6,
7,
7,
8,
8,
9,
9,
10,
10,
11,
11,
12,
12,
12,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
18,
18,
19,
19,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-1.968361496925354
] | 27 |
[
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
12
],
[
1
],
[
7
],
... | [
[
0,
1,
1,
1,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
7,
7,
7,
8,
8,
8,
9,
10,
10,
10,
11,
11,
12,
12,
13,
13,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
17,
18,... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[... | [
1.5737130641937256
] | 33 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
4
],
[
5
],
[
0
],
[
2
]
] | [
[
0,
1,
1,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
6,
7,
8,
8,
8,
9,
9,
9,
10,
10,
11,
11,
12,
12,
13,
13,
14,
14,
14,
15,
15,
16,
16,
16,
17,
17
],
[
1,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[... | [
-0.16025888919830322
] | 18 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
2
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
3
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
2,
3,
3,
4,
4,
4,
5,
5,
6,
7,
7,
7,
8,
8,
9,
9,
9,
10,
11,
11,
11,
12,
13,
13,
14,
14,
14,
15,
15,
16,
16,
17,
17,
17,
18,
19,
19,
... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[... | [
2.6917431354522705
] | 24 |
[
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
2
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
4
],
[... | [
[
0,
1,
1,
1,
2,
3,
3,
4,
4,
4,
5,
5,
6,
6,
6,
7,
7,
7,
8,
9,
9,
9,
10,
10,
11,
11,
11,
12,
12,
13,
13,
14,
14,
15,
15,
16,
16,
16,
17,
17,
17,
18,
... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
-3.0469045639038086
] | 24 |
[
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
2
],
[
0
],
[
0
],
[
1
],
[
0
],
[
5
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
1,
2,
2,
3,
3,
4,
4,
5,
5,
6,
6,
6,
7,
7,
8,
8,
8,
9,
10,
10,
10,
11,
12,
12,
13,
13,
13,
13,
14,
15,
16,
16,
16,
17,
17,
18,
18,
19,
19,... | [
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
2
],
[
2
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[... | [
-0.2658906877040863
] | 23 |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
2
],
[
0
],
[
1
],
[
4
],
[
0
],
[
0
],
[
1
],
[
2
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[... | [
[
0,
1,
1,
2,
2,
3,
3,
3,
3,
4,
5,
6,
6,
7,
7,
8,
8,
8,
9,
10,
10,
10,
11,
11,
12,
12,
12,
13,
14,
14,
14,
15,
15,
15,
16,
16,
17,
17,
18,
18,
19,
1... | [
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
2
],
[
1
],
[
2
],
[
1
],
[
1
],
[... | [
-1.0215795040130615
] | 22 |
End of preview. Expand
in Data Studio
Dataset Card for ZINC
Dataset Summary
The ZINC dataset is a "curated collection of commercially available chemical compounds prepared especially for virtual screening" (Wikipedia).
Supported Tasks and Leaderboards
ZINC should be used for molecular property prediction (aiming to predict the constrained solubility of the molecules), a graph regression task. The score used is the MAE.
The associated leaderboard is here: Papers with code leaderboard.
External Use
PyGeometric
To load in PyGeometric, do the following:
from datasets import load_dataset
from torch_geometric.data import Data
from torch_geometric.loader import DataLoader
dataset_hf = load_dataset("graphs-datasets/<mydataset>")
# For the train set (replace by valid or test as needed)
dataset_pg_list = [Data(graph) for graph in dataset_hf["train"]]
dataset_pg = DataLoader(dataset_pg_list)
Dataset Structure
Data Properties
| property | value |
|---|---|
| scale | big |
| #graphs | 220011 |
| average #nodes | 23.15 |
| average #edges | 49.81 |
Data Fields
Each row of a given file is a graph, with:
node_feat(list: #nodes x #node-features): nodesedge_index(list: 2 x #edges): pairs of nodes constituting edgesedge_attr(list: #edges x #edge-features): for the aforementioned edges, contains their featuresy(list: 1 x #labels): contains the number of labels available to predict (here 1, equal to zero or one)num_nodes(int): number of nodes of the graph
Data Splits
This data comes from the PyGeometric version of the dataset, and follows the provided data splits. This information can be found back using
from torch_geometric.datasets import ZINC
dataset = ZINC(root = '', split='train') # valid, test
Additional Information
Licensing Information
The dataset has been released under unknown license. Please open an issue if you know what is the license of this dataset.
Citation Information
@article{doi:10.1021/acs.jcim.5b00559,
author = {Sterling, Teague and Irwin, John J.},
title = {ZINC 15 – Ligand Discovery for Everyone},
journal = {Journal of Chemical Information and Modeling},
volume = {55},
number = {11},
pages = {2324-2337},
year = {2015},
doi = {10.1021/acs.jcim.5b00559},
note ={PMID: 26479676},
URL = {
https://doi.org/10.1021/acs.jcim.5b00559
},
eprint = {
https://doi.org/10.1021/acs.jcim.5b00559
}
}
Contributions
Thanks to @clefourrier for adding this dataset.
- Downloads last month
- 196
[Homepage](https://zinc15.docking.org/)
[Homepage](https://zinc15.docking.org/)
[Repository](https://www.dropbox.com/s/feo9qle74kg48gy/molecules.zip?dl=1):
:
Paper:
: ZINC 15 – Ligand Discovery for Everyone (see citation)
Leaderboard:
Papers with code leaderboard
Size of downloaded dataset files:
20.6 MB
Size of the auto-converted Parquet files:
20.6 MB
Number of rows:
249,456