Load graph datasets.
Project description
Graph Datasets
Installation
- python>=3.8
- torch>=1.12
- torch_geometric>=2.0
- dgl>=1.1
$ python -m pip install graph_datasets
Usage
See Graph Datasets for docs.
from graph_datasets import load_data
graph, label, n_clusters = load_data(
dataset_name='cora',
directory='./data',
source='pyg',
verbosity=1,
)
Statistics
idx | source | dataset | n_nodes | n_feats | n_edges | n_clusters |
---|---|---|---|---|---|---|
1 | pyg | cora | 2,708 | 1,433 | 10,556 | 7 |
2 | pyg | citeseer | 3,327 | 3,703 | 9,104 | 6 |
3 | pyg | pubmed | 19,717 | 500 | 88,648 | 3 |
4 | pyg | corafull | 19,793 | 8,710 | 126,842 | 70 |
5 | pyg | 232,965 | 602 | 114,615,892 | 41 | |
6 | pyg | chameleon | 2,277 | 2,325 | 62,742 | 5 |
7 | pyg | squirrel | 5,201 | 2,089 | 396,706 | 5 |
8 | pyg | actor | 7,600 | 932 | 53,318 | 5 |
9 | pyg | cornell | 183 | 1,703 | 554 | 5 |
10 | pyg | texas | 183 | 1,703 | 558 | 5 |
11 | pyg | wisconsin | 251 | 1,703 | 900 | 5 |
12 | pyg | computers | 13,752 | 767 | 491,722 | 10 |
13 | pyg | photo | 7,650 | 745 | 238,162 | 8 |
14 | pyg | cs | 18,333 | 6,805 | 163,788 | 15 |
15 | pyg | physics | 34,493 | 8,415 | 495,924 | 5 |
16 | pyg | wikics | 11,701 | 300 | 431,206 | 10 |
17 | dgl | cora | 2,708 | 1,433 | 10,556 | 7 |
18 | dgl | citeseer | 3,327 | 3,703 | 9,104 | 6 |
19 | dgl | pubmed | 19,717 | 500 | 88,648 | 3 |
20 | dgl | corafull | 19,793 | 8,710 | 126,842 | 70 |
21 | dgl | 232,965 | 602 | 114,615,892 | 41 | |
22 | dgl | chameleon | 2,277 | 2,325 | 62,742 | 5 |
23 | dgl | squirrel | 5,201 | 2,089 | 396,706 | 5 |
24 | dgl | actor | 7,600 | 932 | 53,318 | 5 |
25 | dgl | cornell | 183 | 1,703 | 554 | 5 |
26 | dgl | texas | 183 | 1,703 | 558 | 5 |
27 | dgl | wisconsin | 251 | 1,703 | 900 | 5 |
28 | ogb | products | 2,449,029 | 100 | 123,718,024 | 47 |
29 | ogb | arxiv | 169,343 | 128 | 2,315,598 | 40 |
30 | sdcn | dblp | 4,057 | 334 | 7,056 | 4 |
31 | sdcn | acm | 3,025 | 1,870 | 26,256 | 3 |
32 | cola | blogcatalog | 5,196 | 8,189 | 343,486 | 6 |
33 | cola | flickr | 7,575 | 12,047 | 479,476 | 9 |
34 | linkx | snap-patents | 2,923,922 | 269 | 27,945,090 | 5 |
35 | linkx | pokec | 1,632,803 | 65 | 44,603,928 | 3 |
36 | linkx | genius | 421,961 | 12 | 1,845,736 | 2 |
37 | linkx | arxiv-year | 169,343 | 128 | 2,315,598 | 5 |
38 | linkx | Penn94 | 41,554 | 4,814 | 2,724,458 | 3 |
39 | linkx | twitch-gamers | 168,114 | 7 | 13,595,114 | 2 |
40 | linkx | wiki | 1,925,342 | 600 | 485,014,138 | 6 |
41 | linkx | cornell | 183 | 1,703 | 554 | 5 |
42 | linkx | chameleon | 2,277 | 2,325 | 62,742 | 5 |
43 | linkx | film | 7,600 | 932 | 53,318 | 5 |
44 | linkx | squirrel | 5,201 | 2,089 | 396,706 | 5 |
45 | linkx | texas | 183 | 1,703 | 558 | 5 |
46 | linkx | wisconsin | 251 | 1,703 | 900 | 5 |
47 | linkx | yelp-chi | 45,954 | 32 | 7,693,958 | 2 |
48 | linkx | deezer-europe | 28,281 | 31,241 | 185,504 | 2 |
49 | linkx | Amherst41 | 2,235 | 1,193 | 181,908 | 3 |
50 | linkx | Cornell5 | 18,660 | 4,735 | 1,581,554 | 3 |
51 | linkx | Johns Hopkins55 | 5,180 | 2,406 | 373,172 | 3 |
52 | linkx | Reed98 | 962 | 745 | 37,624 | 3 |
53 | critical | roman-empire | 22,662 | 300 | 65,854 | 18 |
54 | critical | amazon-ratings | 24,492 | 300 | 186,100 | 5 |
55 | critical | minesweeper | 10,000 | 7 | 78,804 | 2 |
56 | critical | tolokers | 11,758 | 10 | 1,038,000 | 2 |
57 | critical | questions | 48,921 | 301 | 307,080 | 2 |
58 | critical | squirrel | 2,223 | 2,089 | 93,996 | 5 |
59 | critical | chameleon | 890 | 2,325 | 17,708 | 5 |
Requirements
See requirements-dev.txt, requirements.txt and pyproject.toml:dependencies.
Contributing
See CONTRIBUTING.md.
Project details
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