| ofs | hex dump | ascii |
|---|
| 0000 | 33 0d 0d 0a 82 84 83 61 fa 13 00 00 e3 00 00 00 00 00 00 00 00 00 00 00 00 04 00 00 00 40 00 00 | 3......a.....................@.. |
| 0020 | 00 73 50 00 00 00 64 00 64 01 6c 00 5a 01 64 00 64 01 6c 02 5a 03 64 00 64 01 6c 04 5a 04 64 00 | .sP...d.d.l.Z.d.d.l.Z.d.d.l.Z.d. |
| 0040 | 64 01 6c 05 5a 05 64 00 64 02 6c 06 6d 07 5a 07 01 00 47 00 64 03 64 04 84 00 64 04 65 08 83 03 | d.l.Z.d.d.l.m.Z...G.d.d...d.e... |
| 0060 | 5a 09 64 05 64 06 84 00 5a 0a 64 07 64 08 84 00 5a 0b 64 01 53 00 29 09 e9 00 00 00 00 4e 29 01 | Z.d.d...Z.d.d...Z.d.S.)......N). |
| 0080 | da 0f 53 74 72 61 74 69 66 69 65 64 4b 46 6f 6c 64 63 00 00 00 00 00 00 00 00 00 00 00 00 03 00 | ..StratifiedKFoldc.............. |
| 00a0 | 00 00 40 00 00 00 73 16 00 00 00 65 00 5a 01 64 00 5a 02 64 04 64 02 64 03 84 01 5a 03 64 01 53 | [email protected] |
| 00c0 | 00 29 05 da 08 53 32 56 47 72 61 70 68 4e 63 05 00 00 00 00 00 00 00 05 00 00 00 02 00 00 00 43 | .)...S2VGraphNc................C |
| 00e0 | 00 00 00 73 2e 00 00 00 7c 02 7c 00 5f 00 7c 01 7c 00 5f 01 7c 03 7c 00 5f 02 67 00 7c 00 5f 03 | ...s....|.|._.|.|._.|.|._.g.|._. |
| 0100 | 64 01 7c 00 5f 04 64 01 7c 00 5f 05 64 01 7c 00 5f 06 64 02 53 00 29 03 61 a4 01 00 00 0a 20 20 | d.|._.d.|._.d.|._.d.S.).a....... |
| 0120 | 20 20 20 20 20 20 20 20 20 20 67 3a 20 61 20 6e 65 74 77 6f 72 6b 78 20 67 72 61 70 68 0a 20 20 | ..........g:.a.networkx.graph... |
| 0140 | 20 20 20 20 20 20 20 20 20 20 6c 61 62 65 6c 3a 20 61 6e 20 69 6e 74 65 67 65 72 20 67 72 61 70 | ..........label:.an.integer.grap |
| 0160 | 68 20 6c 61 62 65 6c 0a 20 20 20 20 20 20 20 20 20 20 20 20 6e 6f 64 65 5f 74 61 67 73 3a 20 61 | h.label.............node_tags:.a |
| 0180 | 20 6c 69 73 74 20 6f 66 20 69 6e 74 65 67 65 72 20 6e 6f 64 65 20 74 61 67 73 0a 20 20 20 20 20 | .list.of.integer.node.tags...... |
| 01a0 | 20 20 20 20 20 20 20 6e 6f 64 65 5f 66 65 61 74 75 72 65 73 3a 20 61 20 74 6f 72 63 68 20 66 6c | .......node_features:.a.torch.fl |
| 01c0 | 6f 61 74 20 74 65 6e 73 6f 72 2c 20 6f 6e 65 2d 68 6f 74 20 72 65 70 72 65 73 65 6e 74 61 74 69 | oat.tensor,.one-hot.representati |
| 01e0 | 6f 6e 20 6f 66 20 74 68 65 20 74 61 67 20 74 68 61 74 20 69 73 20 75 73 65 64 20 61 73 20 69 6e | on.of.the.tag.that.is.used.as.in |
| 0200 | 70 75 74 20 74 6f 20 6e 65 75 72 61 6c 20 6e 65 74 73 0a 20 20 20 20 20 20 20 20 20 20 20 20 65 | put.to.neural.nets.............e |
| 0220 | 64 67 65 5f 6d 61 74 3a 20 61 20 74 6f 72 63 68 20 6c 6f 6e 67 20 74 65 6e 73 6f 72 2c 20 63 6f | dge_mat:.a.torch.long.tensor,.co |
| 0240 | 6e 74 61 69 6e 20 65 64 67 65 20 6c 69 73 74 2c 20 77 69 6c 6c 20 62 65 20 75 73 65 64 20 74 6f | ntain.edge.list,.will.be.used.to |
| 0260 | 20 63 72 65 61 74 65 20 74 6f 72 63 68 20 73 70 61 72 73 65 20 74 65 6e 73 6f 72 0a 20 20 20 20 | .create.torch.sparse.tensor..... |
| 0280 | 20 20 20 20 20 20 20 20 6e 65 69 67 68 62 6f 72 73 3a 20 6c 69 73 74 20 6f 66 20 6e 65 69 67 68 | ........neighbors:.list.of.neigh |
| 02a0 | 62 6f 72 73 20 28 77 69 74 68 6f 75 74 20 73 65 6c 66 2d 6c 6f 6f 70 29 0a 20 20 20 20 20 20 20 | bors.(without.self-loop)........ |
| 02c0 | 20 72 01 00 00 00 4e 29 07 da 05 6c 61 62 65 6c da 01 67 da 09 6e 6f 64 65 5f 74 61 67 73 da 09 | .r....N)...label..g..node_tags.. |
| 02e0 | 6e 65 69 67 68 62 6f 72 73 da 0d 6e 6f 64 65 5f 66 65 61 74 75 72 65 73 da 08 65 64 67 65 5f 6d | neighbors..node_features..edge_m |
| 0300 | 61 74 da 0c 6d 61 78 5f 6e 65 69 67 68 62 6f 72 29 05 da 04 73 65 6c 66 72 05 00 00 00 72 04 00 | at..max_neighbor)...selfr....r.. |
| 0320 | 00 00 72 06 00 00 00 72 08 00 00 00 a9 00 72 0c 00 00 00 f5 33 00 00 00 44 3a 5c e5 ad a6 e4 b9 | ..r....r......r.....3...D:\..... |
| 0340 | a0 5c 6d 65 73 61 5c 44 44 6f 53 e5 9b be 5c 70 6f 77 65 72 66 75 6c 2d 67 6e 6e 73 2d 6d 61 73 | .\mesa\DDoS...\powerful-gnns-mas |
| 0360 | 74 65 72 5c 75 74 69 6c 2e 70 79 da 08 5f 5f 69 6e 69 74 5f 5f 08 00 00 00 73 0e 00 00 00 00 09 | ter\util.py..__init__....s...... |
| 0380 | 06 01 06 01 06 01 06 01 06 01 06 02 7a 11 53 32 56 47 72 61 70 68 2e 5f 5f 69 6e 69 74 5f 5f 29 | ............z.S2VGraph.__init__) |
| 03a0 | 02 4e 4e 29 04 da 08 5f 5f 6e 61 6d 65 5f 5f da 0a 5f 5f 6d 6f 64 75 6c 65 5f 5f da 0c 5f 5f 71 | .NN)...__name__..__module__..__q |
| 03c0 | 75 61 6c 6e 61 6d 65 5f 5f 72 0e 00 00 00 72 0c 00 00 00 72 0c 00 00 00 72 0c 00 00 00 72 0d 00 | ualname__r....r....r....r....r.. |
| 03e0 | 00 00 72 03 00 00 00 07 00 00 00 73 02 00 00 00 08 01 72 03 00 00 00 63 02 00 00 00 00 00 00 00 | ..r........s......r....c........ |
| 0400 | 18 00 00 00 0f 00 00 00 03 00 00 00 73 24 04 00 00 74 00 64 01 83 01 01 00 67 00 7d 02 69 00 7d | ............s$...t.d.....g.}.i.} |
| 0420 | 03 69 00 7d 04 74 01 64 02 7c 00 7c 00 66 02 16 00 64 03 83 02 90 01 8f d6 7d 05 74 02 7c 05 6a | .i.}.t.d.|.|.f...d.......}.t.|.j |
| 0440 | 03 83 00 6a 04 83 00 83 01 7d 06 90 01 78 bc 74 05 7c 06 83 01 44 00 90 01 5d ae 7d 07 7c 05 6a | ...j.....}...x.t.|...D...].}.|.j |
| 0460 | 03 83 00 6a 04 83 00 6a 06 83 00 7d 08 64 04 64 05 84 00 7c 08 44 00 83 01 5c 02 7d 09 7d 0a 7c | ...j...j...}.d.d...|.D...\.}.}.| |
| 0480 | 0a 7c 03 6b 07 72 86 74 07 7c 03 83 01 7d 0b 7c 0b 7c 03 7c 0a 3c 00 74 08 6a 09 83 00 7d 0c 67 | .|.k.r.t.|...}.|.|.|.<.t.j...}.g |
| 04a0 | 00 7d 0d 67 00 7d 0e 64 06 7d 0f 90 01 78 12 74 05 7c 09 83 01 44 00 90 01 5d 04 7d 10 7c 0c 6a | .}.g.}.d.}...x.t.|...D...].}.|.j |
| 04c0 | 0a 7c 10 83 01 01 00 7c 05 6a 03 83 00 6a 04 83 00 6a 06 83 00 7d 08 74 02 7c 08 64 07 19 00 83 | .|.....|.j...j...j...}.t.|.d.... |
| 04e0 | 01 64 08 17 00 7d 11 7c 11 74 07 7c 08 83 01 6b 02 72 f6 64 09 64 05 84 00 7c 08 44 00 83 01 7d | .d...}.|.t.|...k.r.d.d...|.D...} |
| 0500 | 08 64 0a 7d 12 6e 34 64 0b 64 05 84 00 7c 08 64 0a 7c 11 85 02 19 00 44 00 83 01 74 0b 6a 0c 64 | .d.}.n4d.d...|.d.|.....D...t.j.d |
| 0520 | 0c 64 05 84 00 7c 08 7c 11 64 0a 85 02 19 00 44 00 83 01 83 01 02 00 7d 08 7d 12 7c 08 64 06 19 | .d...|.|.d.....D.......}.}.|.d.. |
| 0540 | 00 7c 04 6b 07 90 01 72 4c 74 07 7c 04 83 01 7d 0b 7c 0b 7c 04 7c 08 64 06 19 00 3c 00 7c 0d 6a | .|.k...rLt.|...}.|.|.|.d...<.|.j |
| 0560 | 0d 7c 04 7c 08 64 06 19 00 19 00 83 01 01 00 7c 11 74 07 7c 08 83 01 6b 04 90 01 72 76 7c 0e 6a | .|.|.d.........|.t.|...k...rv|.j |
| 0580 | 0d 7c 12 83 01 01 00 7c 0f 7c 08 64 07 19 00 37 00 7d 0f 78 28 74 05 64 08 74 07 7c 08 83 01 83 | .|.....|.|.d...7.}.x(t.d.t.|.... |
| 05a0 | 02 44 00 5d 16 7d 13 7c 0c 6a 0e 7c 10 7c 08 7c 13 19 00 83 02 01 00 90 01 71 92 57 00 71 a6 57 | .D.].}.|.j.|.|.|.........q.W.q.W |
| 05c0 | 00 7c 0e 67 00 6b 03 90 01 72 ca 74 0b 6a 0f 7c 0e 83 01 7d 0e 64 0d 7d 14 6e 08 64 0a 7d 0e 64 | .|.g.k...r.t.j.|...}.d.}.n.d.}.d |
| 05e0 | 0e 7d 14 74 07 7c 0c 83 01 7c 09 6b 02 90 01 73 e4 74 10 82 01 7c 02 6a 0d 74 11 7c 0c 7c 0a 7c | .}.t.|...|.k...s.t...|.j.t.|.|.| |
| 0600 | 0d 83 03 83 01 01 00 71 46 57 00 57 00 64 0a 51 00 52 00 58 00 90 01 78 1a 7c 02 44 00 90 01 5d | .......qFW.W.d.Q.R.X...x.|.D...] |
| 0620 | 10 7d 0c 64 0f 64 05 84 00 74 05 74 07 7c 0c 6a 12 83 01 83 01 44 00 83 01 7c 0c 5f 13 78 38 7c | .}.d.d...t.t.|.j.....D...|._.x8| |
| 0640 | 0c 6a 12 6a 14 83 00 44 00 5d 2a 5c 02 7d 07 7d 10 7c 0c 6a 13 7c 07 19 00 6a 0d 7c 10 83 01 01 | .j.j...D.]*\.}.}.|.j.|...j.|.... |
| 0660 | 00 7c 0c 6a 13 7c 10 19 00 6a 0d 7c 07 83 01 01 00 90 02 71 38 57 00 67 00 7d 15 78 3c 74 05 74 | .|.j.|...j.|.......q8W.g.}.x<t.t |
| 0680 | 07 7c 0c 6a 12 83 01 83 01 44 00 5d 2a 7d 07 7c 0c 6a 13 7c 07 19 00 7c 0c 6a 13 7c 07 3c 00 7c | .|.j.....D.]*}.|.j.|...|.j.|.<.| |
| 06a0 | 15 6a 0d 74 07 7c 0c 6a 13 7c 07 19 00 83 01 83 01 01 00 90 02 71 7a 57 00 74 15 7c 15 83 01 7c | .j.t.|.j.|...........qzW.t.|...| |
| 06c0 | 0c 5f 16 7c 03 7c 0c 6a 17 19 00 7c 0c 5f 17 64 10 64 05 84 00 7c 0c 6a 12 6a 14 83 00 44 00 83 | ._.|.|.j...|._.d.d...|.j.j...D.. |
| 06e0 | 01 7d 16 7c 16 6a 18 64 11 64 05 84 00 7c 16 44 00 83 01 83 01 01 00 74 19 74 1a 7c 0c 6a 12 6a | .}.|.j.d.d...|.D.......t.t.|.j.j |
| 0700 | 1b 74 05 74 07 7c 0c 6a 12 83 01 83 01 83 01 83 01 6a 1c 83 00 83 01 7d 17 74 1d 6a 1e 7c 16 83 | .t.t.|.j.........j.....}.t.j.|.. |
| 0720 | 01 6a 1f 64 06 64 07 83 02 7c 0c 5f 20 90 02 71 0c 57 00 7c 01 90 03 72 4e 78 24 7c 02 44 00 5d | .j.d.d...|._...q.W.|...rNx$|.D.] |
| 0740 | 1c 7d 0c 74 19 74 1a 7c 0c 6a 12 6a 1b 83 01 6a 1c 83 00 83 01 7c 0c 5f 21 90 03 71 2e 57 00 74 | .}.t.t.|.j.j...j.....|._!..q.W.t |
| 0760 | 22 67 00 83 01 89 01 78 1e 7c 02 44 00 5d 16 7d 0c 88 01 6a 23 74 22 7c 0c 6a 21 83 01 83 01 89 | "g.....x.|.D.].}...j#t"|.j!..... |
| 0780 | 01 90 03 71 5c 57 00 74 19 88 01 83 01 89 01 87 01 66 01 64 12 64 13 84 08 74 05 74 07 88 01 83 | ...q\W.t.........f.d.d...t.t.... |
| 07a0 | 01 83 01 44 00 83 01 89 00 78 4e 7c 02 44 00 5d 46 7d 0c 74 1d 6a 24 74 07 7c 0c 6a 21 83 01 74 | ...D.....xN|.D.]F}.t.j$t.|.j!..t |
| 07c0 | 07 88 01 83 01 83 02 7c 0c 5f 25 64 07 7c 0c 6a 25 74 05 74 07 7c 0c 6a 21 83 01 83 01 87 00 66 | .......|._%d.|.j%t.t.|.j!......f |
| 07e0 | 01 64 14 64 05 84 08 7c 0c 6a 21 44 00 83 01 66 02 3c 00 90 03 71 9e 57 00 74 00 64 15 74 07 7c | .d.d...|.j!D...f.<...q.W.t.d.t.| |
| 0800 | 03 83 01 16 00 83 01 01 00 74 00 64 16 74 07 88 01 83 01 16 00 83 01 01 00 74 00 64 17 74 07 7c | .........t.d.t...........t.d.t.| |
| 0820 | 02 83 01 16 00 83 01 01 00 7c 02 74 07 7c 03 83 01 66 02 53 00 29 18 7a 93 0a 20 20 20 20 20 20 | .........|.t.|...f.S.).z........ |
| 0840 | 20 20 64 61 74 61 73 65 74 3a 20 6e 61 6d 65 20 6f 66 20 64 61 74 61 73 65 74 0a 20 20 20 20 20 | ..dataset:.name.of.dataset...... |
| 0860 | 20 20 20 74 65 73 74 5f 70 72 6f 70 6f 72 74 69 6f 6e 3a 20 72 61 74 69 6f 20 6f 66 20 74 65 73 | ...test_proportion:.ratio.of.tes |
| 0880 | 74 20 74 72 61 69 6e 20 73 70 6c 69 74 0a 20 20 20 20 20 20 20 20 73 65 65 64 3a 20 72 61 6e 64 | t.train.split.........seed:.rand |
| 08a0 | 6f 6d 20 73 65 65 64 20 66 6f 72 20 72 61 6e 64 6f 6d 20 73 70 6c 69 74 74 69 6e 67 20 6f 66 20 | om.seed.for.random.splitting.of. |
| 08c0 | 64 61 74 61 73 65 74 0a 20 20 20 20 7a 0c 6c 6f 61 64 69 6e 67 20 64 61 74 61 7a 11 64 61 74 61 | dataset.....z.loading.dataz.data |
| 08e0 | 73 65 74 2f 25 73 2f 25 73 2e 74 78 74 da 01 72 63 01 00 00 00 00 00 00 00 02 00 00 00 04 00 00 | set/%s/%s.txt..rc............... |
| 0900 | 00 53 00 00 00 73 14 00 00 00 67 00 7c 00 5d 0c 7d 01 74 00 7c 01 83 01 91 02 71 04 53 00 72 0c | .S...s....g.|.].}.t.|.....q.S.r. |
| 0920 | 00 00 00 29 01 da 03 69 6e 74 29 02 da 02 2e 30 da 01 77 72 0c 00 00 00 72 0c 00 00 00 72 0d 00 | ...)...int)....0..wr....r....r.. |
| 0940 | 00 00 fa 0a 3c 6c 69 73 74 63 6f 6d 70 3e 2b 00 00 00 73 02 00 00 00 06 00 7a 1d 6c 6f 61 64 5f | ....<listcomp>+...s......z.load_ |
| 0960 | 64 61 74 61 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 6c 69 73 74 63 6f 6d 70 3e 72 01 00 00 00 e9 01 00 | data.<locals>.<listcomp>r....... |
| 0980 | 00 00 e9 02 00 00 00 63 01 00 00 00 00 00 00 00 02 00 00 00 04 00 00 00 53 00 00 00 73 14 00 00 | .......c................S...s... |
| 09a0 | 00 67 00 7c 00 5d 0c 7d 01 74 00 7c 01 83 01 91 02 71 04 53 00 72 0c 00 00 00 29 01 72 13 00 00 | .g.|.].}.t.|.....q.S.r....).r... |
| 09c0 | 00 29 02 72 14 00 00 00 72 15 00 00 00 72 0c 00 00 00 72 0c 00 00 00 72 0d 00 00 00 72 16 00 00 | .).r....r....r....r....r....r... |
| 09e0 | 00 39 00 00 00 73 02 00 00 00 06 00 4e 63 01 00 00 00 00 00 00 00 02 00 00 00 04 00 00 00 53 00 | .9...s......Nc................S. |
| 0a00 | 00 00 73 14 00 00 00 67 00 7c 00 5d 0c 7d 01 74 00 7c 01 83 01 91 02 71 04 53 00 72 0c 00 00 00 | ..s....g.|.].}.t.|.....q.S.r.... |
| 0a20 | 29 01 72 13 00 00 00 29 02 72 14 00 00 00 72 15 00 00 00 72 0c 00 00 00 72 0c 00 00 00 72 0d 00 | ).r....).r....r....r....r....r.. |
| 0a40 | 00 00 72 16 00 00 00 3c 00 00 00 73 02 00 00 00 06 00 63 01 00 00 00 00 00 00 00 02 00 00 00 04 | ..r....<...s......c............. |
| 0a60 | 00 00 00 53 00 00 00 73 14 00 00 00 67 00 7c 00 5d 0c 7d 01 74 00 7c 01 83 01 91 02 71 04 53 00 | ...S...s....g.|.].}.t.|.....q.S. |
| 0a80 | 72 0c 00 00 00 29 01 da 05 66 6c 6f 61 74 29 02 72 14 00 00 00 72 15 00 00 00 72 0c 00 00 00 72 | r....)...float).r....r....r....r |
| 0aa0 | 0c 00 00 00 72 0d 00 00 00 72 16 00 00 00 3c 00 00 00 73 02 00 00 00 06 00 54 46 63 01 00 00 00 | ....r....r....<...s......TFc.... |
| 0ac0 | 00 00 00 00 02 00 00 00 03 00 00 00 53 00 00 00 73 10 00 00 00 67 00 7c 00 5d 08 7d 01 67 00 91 | ............S...s....g.|.].}.g.. |
| 0ae0 | 02 71 04 53 00 72 0c 00 00 00 72 0c 00 00 00 29 02 72 14 00 00 00 da 01 69 72 0c 00 00 00 72 0c | .q.S.r....r....).r......ir....r. |
| 0b00 | 00 00 00 72 0d 00 00 00 72 16 00 00 00 56 00 00 00 73 02 00 00 00 06 00 63 01 00 00 00 00 00 00 | ...r....r....V...s......c....... |
| 0b20 | 00 02 00 00 00 04 00 00 00 53 00 00 00 73 14 00 00 00 67 00 7c 00 5d 0c 7d 01 74 00 7c 01 83 01 | .........S...s....g.|.].}.t.|... |
| 0b40 | 91 02 71 04 53 00 72 0c 00 00 00 29 01 da 04 6c 69 73 74 29 02 72 14 00 00 00 da 04 70 61 69 72 | ..q.S.r....)...list).r......pair |
| 0b60 | 72 0c 00 00 00 72 0c 00 00 00 72 0d 00 00 00 72 16 00 00 00 62 00 00 00 73 02 00 00 00 06 00 63 | r....r....r....r....b...s......c |
| 0b80 | 01 00 00 00 00 00 00 00 03 00 00 00 04 00 00 00 53 00 00 00 73 18 00 00 00 67 00 7c 00 5d 10 5c | ................S...s....g.|.].\ |
| 0ba0 | 02 7d 01 7d 02 7c 02 7c 01 67 02 91 02 71 04 53 00 72 0c 00 00 00 72 0c 00 00 00 29 03 72 14 00 | .}.}.|.|.g...q.S.r....r....).r.. |
| 0bc0 | 00 00 da 01 6a 72 1a 00 00 00 72 0c 00 00 00 72 0c 00 00 00 72 0d 00 00 00 72 16 00 00 00 63 00 | ....jr....r....r....r....r....c. |
| 0be0 | 00 00 73 02 00 00 00 06 00 63 01 00 00 00 00 00 00 00 02 00 00 00 05 00 00 00 13 00 00 00 73 16 | ..s......c....................s. |
| 0c00 | 00 00 00 69 00 7c 00 5d 0e 7d 01 7c 01 88 00 7c 01 19 00 93 02 71 04 53 00 72 0c 00 00 00 72 0c | ...i.|.].}.|...|.....q.S.r....r. |
| 0c20 | 00 00 00 29 02 72 14 00 00 00 72 1a 00 00 00 29 01 da 06 74 61 67 73 65 74 72 0c 00 00 00 72 0d | ...).r....r....)...tagsetr....r. |
| 0c40 | 00 00 00 fa 0a 3c 64 69 63 74 63 6f 6d 70 3e 72 00 00 00 73 02 00 00 00 06 00 7a 1d 6c 6f 61 64 | .....<dictcomp>r...s......z.load |
| 0c60 | 5f 64 61 74 61 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 64 69 63 74 63 6f 6d 70 3e 63 01 00 00 00 00 00 | _data.<locals>.<dictcomp>c...... |
| 0c80 | 00 00 02 00 00 00 04 00 00 00 13 00 00 00 73 14 00 00 00 67 00 7c 00 5d 0c 7d 01 88 00 7c 01 19 | ..............s....g.|.].}...|.. |
| 0ca0 | 00 91 02 71 04 53 00 72 0c 00 00 00 72 0c 00 00 00 29 02 72 14 00 00 00 da 03 74 61 67 29 01 da | ...q.S.r....r....).r......tag).. |
| 0cc0 | 09 74 61 67 32 69 6e 64 65 78 72 0c 00 00 00 72 0d 00 00 00 72 16 00 00 00 76 00 00 00 73 02 00 | .tag2indexr....r....r....v...s.. |
| 0ce0 | 00 00 06 00 7a 0d 23 20 63 6c 61 73 73 65 73 3a 20 25 64 7a 16 23 20 6d 61 78 69 6d 75 6d 20 6e | ....z.#.classes:.%dz.#.maximum.n |
| 0d00 | 6f 64 65 20 74 61 67 3a 20 25 64 7a 0a 23 20 64 61 74 61 3a 20 25 64 29 26 da 05 70 72 69 6e 74 | ode.tag:.%dz.#.data:.%d)&..print |
| 0d20 | da 04 6f 70 65 6e 72 13 00 00 00 da 08 72 65 61 64 6c 69 6e 65 da 05 73 74 72 69 70 da 05 72 61 | ..openr......readline..strip..ra |
| 0d40 | 6e 67 65 da 05 73 70 6c 69 74 da 03 6c 65 6e da 02 6e 78 da 05 47 72 61 70 68 5a 08 61 64 64 5f | nge..split..len..nx..GraphZ.add_ |
| 0d60 | 6e 6f 64 65 da 02 6e 70 da 05 61 72 72 61 79 da 06 61 70 70 65 6e 64 5a 08 61 64 64 5f 65 64 67 | node..np..array..appendZ.add_edg |
| 0d80 | 65 da 05 73 74 61 63 6b da 0e 41 73 73 65 72 74 69 6f 6e 45 72 72 6f 72 72 03 00 00 00 72 05 00 | e..stack..AssertionErrorr....r.. |
| 0da0 | 00 00 72 07 00 00 00 da 05 65 64 67 65 73 da 03 6d 61 78 72 0a 00 00 00 72 04 00 00 00 da 06 65 | ..r......edges..maxr....r......e |
| 0dc0 | 78 74 65 6e 64 72 1b 00 00 00 da 04 64 69 63 74 da 06 64 65 67 72 65 65 da 06 76 61 6c 75 65 73 | xtendr......dict..degree..values |
| 0de0 | da 05 74 6f 72 63 68 da 0a 4c 6f 6e 67 54 65 6e 73 6f 72 da 09 74 72 61 6e 73 70 6f 73 65 72 09 | ..torch..LongTensor..transposer. |
| 0e00 | 00 00 00 72 06 00 00 00 da 03 73 65 74 da 05 75 6e 69 6f 6e da 05 7a 65 72 6f 73 72 08 00 00 00 | ...r......set..union..zerosr.... |
| 0e20 | 29 18 da 07 64 61 74 61 73 65 74 da 0d 64 65 67 72 65 65 5f 61 73 5f 74 61 67 5a 06 67 5f 6c 69 | )...dataset..degree_as_tagZ.g_li |
| 0e40 | 73 74 5a 0a 6c 61 62 65 6c 5f 64 69 63 74 5a 09 66 65 61 74 5f 64 69 63 74 da 01 66 5a 03 6e 5f | stZ.label_dictZ.feat_dict..fZ.n_ |
| 0e60 | 67 72 1a 00 00 00 da 03 72 6f 77 da 01 6e da 01 6c 5a 06 6d 61 70 70 65 64 72 05 00 00 00 72 06 | gr......row..n..lZ.mappedr....r. |
| 0e80 | 00 00 00 72 08 00 00 00 5a 07 6e 5f 65 64 67 65 73 72 1d 00 00 00 da 03 74 6d 70 da 04 61 74 74 | ...r....Z.n_edgesr......tmp..att |
| 0ea0 | 72 da 01 6b 5a 11 6e 6f 64 65 5f 66 65 61 74 75 72 65 5f 66 6c 61 67 5a 0b 64 65 67 72 65 65 5f | r..kZ.node_feature_flagZ.degree_ |
| 0ec0 | 6c 69 73 74 72 30 00 00 00 5a 08 64 65 67 5f 6c 69 73 74 72 0c 00 00 00 29 02 72 21 00 00 00 72 | listr0...Z.deg_listr....).r!...r |
| 0ee0 | 1e 00 00 00 72 0d 00 00 00 da 09 6c 6f 61 64 5f 64 61 74 61 1b 00 00 00 73 8c 00 00 00 00 07 08 | ....r......load_data....s....... |
| 0f00 | 01 04 01 04 01 04 02 16 01 10 01 12 01 10 01 12 01 08 01 08 01 08 01 08 01 04 01 04 01 04 01 12 | ................................ |
| 0f20 | 01 0a 01 10 01 10 01 0c 02 0e 01 06 02 34 01 0e 01 08 01 0c 01 12 02 0e 01 0a 02 0c 01 14 01 1a | .............4.................. |
| 0f40 | 02 0a 01 0a 01 06 02 04 01 04 02 12 02 20 03 0e 01 1a 01 14 01 10 01 16 01 04 01 14 01 10 01 1a | ................................ |
| 0f60 | 01 0a 02 0c 02 14 01 14 02 22 01 1a 02 06 01 0a 01 1c 03 08 01 0a 01 16 02 08 01 1a 02 0a 01 18 | ........."...................... |
| 0f80 | 01 2e 03 10 01 10 02 10 02 72 45 00 00 00 63 03 00 00 00 00 00 00 00 0b 00 00 00 05 00 00 00 03 | .........rE...c................. |
| 0fa0 | 00 00 00 73 9a 00 00 00 64 01 7c 02 6b 01 72 10 7c 02 64 02 6b 00 73 18 74 00 64 03 83 01 82 01 | ...s....d.|.k.r.|.d.k.s.t.d..... |
| 0fc0 | 74 01 64 02 64 04 7c 01 64 05 8d 03 7d 03 64 06 64 07 84 00 88 00 44 00 83 01 7d 04 67 00 7d 05 | t.d.d.|.d...}.d.d.....D...}.g.}. |
| 0fe0 | 78 28 7c 03 6a 02 74 03 6a 04 74 05 7c 04 83 01 83 01 7c 04 83 02 44 00 5d 0e 7d 06 7c 05 6a 06 | x(|.j.t.j.t.|.....|...D.].}.|.j. |
| 1000 | 7c 06 83 01 01 00 71 50 57 00 7c 05 7c 02 19 00 5c 02 7d 07 7d 08 87 00 66 01 64 08 64 07 84 08 | |.....qPW.|.|...\.}.}...f.d.d... |
| 1020 | 7c 07 44 00 83 01 7d 09 87 00 66 01 64 09 64 07 84 08 7c 08 44 00 83 01 7d 0a 7c 09 7c 0a 66 02 | |.D...}...f.d.d...|.D...}.|.|.f. |
| 1040 | 53 00 29 0a 4e 72 01 00 00 00 e9 0a 00 00 00 7a 1d 66 6f 6c 64 5f 69 64 78 20 6d 75 73 74 20 62 | S.).Nr.........z.fold_idx.must.b |
| 1060 | 65 20 66 72 6f 6d 20 30 20 74 6f 20 39 2e 54 29 03 5a 08 6e 5f 73 70 6c 69 74 73 da 07 73 68 75 | e.from.0.to.9.T).Z.n_splits..shu |
| 1080 | 66 66 6c 65 5a 0c 72 61 6e 64 6f 6d 5f 73 74 61 74 65 63 01 00 00 00 00 00 00 00 02 00 00 00 03 | ffleZ.random_statec............. |
| 10a0 | 00 00 00 53 00 00 00 73 12 00 00 00 67 00 7c 00 5d 0a 7d 01 7c 01 6a 00 91 02 71 04 53 00 72 0c | ...S...s....g.|.].}.|.j...q.S.r. |
| 10c0 | 00 00 00 29 01 72 04 00 00 00 29 02 72 14 00 00 00 da 05 67 72 61 70 68 72 0c 00 00 00 72 0c 00 | ...).r....).r......graphr....r.. |
| 10e0 | 00 00 72 0d 00 00 00 72 16 00 00 00 84 00 00 00 73 02 00 00 00 06 00 7a 21 73 65 70 61 72 61 74 | ..r....r........s......z!separat |
| 1100 | 65 5f 64 61 74 61 2e 3c 6c 6f 63 61 6c 73 3e 2e 3c 6c 69 73 74 63 6f 6d 70 3e 63 01 00 00 00 00 | e_data.<locals>.<listcomp>c..... |
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| 1140 | 19 00 91 02 71 04 53 00 72 0c 00 00 00 72 0c 00 00 00 29 02 72 14 00 00 00 72 1a 00 00 00 29 01 | ....q.S.r....r....).r....r....). |
| 1160 | da 0a 67 72 61 70 68 5f 6c 69 73 74 72 0c 00 00 00 72 0d 00 00 00 72 16 00 00 00 8a 00 00 00 73 | ..graph_listr....r....r........s |
| 1180 | 02 00 00 00 06 00 63 01 00 00 00 00 00 00 00 02 00 00 00 04 00 00 00 13 00 00 00 73 14 00 00 00 | ......c....................s.... |
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| 11e0 | 8b 00 00 00 73 02 00 00 00 06 00 29 07 72 2f 00 00 00 72 02 00 00 00 72 27 00 00 00 72 2b 00 00 | ....s......).r/...r....r'...r+.. |
| 1200 | 00 72 3b 00 00 00 72 28 00 00 00 72 2d 00 00 00 29 0b 72 49 00 00 00 da 04 73 65 65 64 da 08 66 | .r;...r(...r-...).rI.....seed..f |
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| 1240 | 69 64 78 5a 09 74 72 61 69 6e 5f 69 64 78 5a 08 74 65 73 74 5f 69 64 78 5a 10 74 72 61 69 6e 5f | idxZ.train_idxZ.test_idxZ.train_ |
| 1260 | 67 72 61 70 68 5f 6c 69 73 74 5a 0f 74 65 73 74 5f 67 72 61 70 68 5f 6c 69 73 74 72 0c 00 00 00 | graph_listZ.test_graph_listr.... |
| 1280 | 29 01 72 49 00 00 00 72 0d 00 00 00 da 0d 73 65 70 61 72 61 74 65 5f 64 61 74 61 80 00 00 00 73 | ).rI...r......separate_data....s |
| 12a0 | 14 00 00 00 00 01 18 01 0e 02 0e 01 04 01 1c 01 0e 01 0c 02 12 01 12 02 72 4e 00 00 00 29 0c 5a | ........................rN...).Z |
| 12c0 | 08 6e 65 74 77 6f 72 6b 78 72 29 00 00 00 da 05 6e 75 6d 70 79 72 2b 00 00 00 da 06 72 61 6e 64 | .networkxr).....numpyr+.....rand |
| 12e0 | 6f 6d 72 36 00 00 00 5a 17 73 6b 6c 65 61 72 6e 2e 6d 6f 64 65 6c 5f 73 65 6c 65 63 74 69 6f 6e | omr6...Z.sklearn.model_selection |
| 1300 | 72 02 00 00 00 da 06 6f 62 6a 65 63 74 72 03 00 00 00 72 45 00 00 00 72 4e 00 00 00 72 0c 00 00 | r......objectr....rE...rN...r... |
| 1320 | 00 72 0c 00 00 00 72 0c 00 00 00 72 0d 00 00 00 da 08 3c 6d 6f 64 75 6c 65 3e 01 00 00 00 73 0e | .r....r....r......<module>....s. |
| 1340 | 00 00 00 08 01 08 01 08 01 08 01 0c 02 10 14 08 65 | ................e |