| Name | graph-datasets JSON |
| Version |
0.13.1
JSON |
| download |
| home_page | |
| Summary | Load graph datasets. |
| upload_time | 2024-02-29 14:37:42 |
| maintainer | |
| docs_url | None |
| author | |
| requires_python | >=3.8 |
| license | MIT License Copyright (c) 2023-present Galo.gm Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. |
| keywords |
datasets
graph
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
# Graph Datasets
<div align="center">
[](https://pypi.org/project/graph-datasets/) [](https://github.com/galogm/graph_datasets/tags)
</div>
## Installation
- python>=3.8
- torch>=1.12
- torch_geometric>=2.0
- dgl>=1.1
```bash
$ python -m pip install graph_datasets
```
## Usage
See [Graph Datasets](https://galogm.github.io/graph_datasets_docs) for docs.
```python
from graph_datasets import load_data
graph, label, n_clusters = load_data(
dataset_name='cora',
directory='./data',
source='pyg',
verbosity=1,
)
```
<!-- - DEV
```bash
# install cuda 11.3 if necessary
$ sudo bash scripts/cuda.sh
# see installation logs in logs/install.log
$ nohup bash scripts/install-dev.sh && bash scripts/install.sh > logs/install-dev.log &
```
- PROD
```bash
# see installation logs in logs/install.log
$ nohup bash scripts/install.sh > logs/install.log &
``` -->
<!-- Statistics begins -->
## 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 | reddit | 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 | reddit | 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 |
<!-- Statistics ends -->
## Requirements
See [requirements-dev.txt](./requirements-dev.txt), [requirements.txt](./requirements.txt) and [pyproject.toml:dependencies](./pyproject.toml).
## Contributing
See [CONTRIBUTING.md](./CONTRIBUTING.md).
Raw data
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"description": "# Graph Datasets\n\n<div align=\"center\">\n\n[](https://pypi.org/project/graph-datasets/) [](https://github.com/galogm/graph_datasets/tags)\n\n</div>\n\n## Installation\n\n- python>=3.8\n- torch>=1.12\n- torch_geometric>=2.0\n- dgl>=1.1\n\n```bash\n$ python -m pip install graph_datasets\n```\n\n## Usage\nSee [Graph Datasets](https://galogm.github.io/graph_datasets_docs) for docs.\n\n```python\nfrom graph_datasets import load_data\n\ngraph, label, n_clusters = load_data(\n dataset_name='cora',\n directory='./data',\n source='pyg',\n verbosity=1,\n)\n```\n\n<!-- - DEV\n\n```bash\n# install cuda 11.3 if necessary\n$ sudo bash scripts/cuda.sh\n# see installation logs in logs/install.log\n$ nohup bash scripts/install-dev.sh && bash scripts/install.sh > logs/install-dev.log &\n```\n\n- PROD\n\n```bash\n# see installation logs in logs/install.log\n$ nohup bash scripts/install.sh > logs/install.log &\n``` -->\n\n<!-- Statistics begins -->\n## Statistics\n| idx | source | dataset | n_nodes | n_feats | n_edges | n_clusters |\n|------:|:--------:|:---------------:|----------:|----------:|------------:|-------------:|\n| 1 | pyg | cora | 2,708 | 1,433 | 10,556 | 7 |\n| 2 | pyg | citeseer | 3,327 | 3,703 | 9,104 | 6 |\n| 3 | pyg | pubmed | 19,717 | 500 | 88,648 | 3 |\n| 4 | pyg | corafull | 19,793 | 8,710 | 126,842 | 70 |\n| 5 | pyg | reddit | 232,965 | 602 | 114,615,892 | 41 |\n| 6 | pyg | chameleon | 2,277 | 2,325 | 62,742 | 5 |\n| 7 | pyg | squirrel | 5,201 | 2,089 | 396,706 | 5 |\n| 8 | pyg | actor | 7,600 | 932 | 53,318 | 5 |\n| 9 | pyg | cornell | 183 | 1,703 | 554 | 5 |\n| 10 | pyg | texas | 183 | 1,703 | 558 | 5 |\n| 11 | pyg | wisconsin | 251 | 1,703 | 900 | 5 |\n| 12 | pyg | computers | 13,752 | 767 | 491,722 | 10 |\n| 13 | pyg | photo | 7,650 | 745 | 238,162 | 8 |\n| 14 | pyg | cs | 18,333 | 6,805 | 163,788 | 15 |\n| 15 | pyg | physics | 34,493 | 8,415 | 495,924 | 5 |\n| 16 | pyg | wikics | 11,701 | 300 | 431,206 | 10 |\n| 17 | dgl | cora | 2,708 | 1,433 | 10,556 | 7 |\n| 18 | dgl | citeseer | 3,327 | 3,703 | 9,104 | 6 |\n| 19 | dgl | pubmed | 19,717 | 500 | 88,648 | 3 |\n| 20 | dgl | corafull | 19,793 | 8,710 | 126,842 | 70 |\n| 21 | dgl | reddit | 232,965 | 602 | 114,615,892 | 41 |\n| 22 | dgl | chameleon | 2,277 | 2,325 | 62,742 | 5 |\n| 23 | dgl | squirrel | 5,201 | 2,089 | 396,706 | 5 |\n| 24 | dgl | actor | 7,600 | 932 | 53,318 | 5 |\n| 25 | dgl | cornell | 183 | 1,703 | 554 | 5 |\n| 26 | dgl | texas | 183 | 1,703 | 558 | 5 |\n| 27 | dgl | wisconsin | 251 | 1,703 | 900 | 5 |\n| 28 | ogb | products | 2,449,029 | 100 | 123,718,024 | 47 |\n| 29 | ogb | arxiv | 169,343 | 128 | 2,315,598 | 40 |\n| 30 | sdcn | dblp | 4,057 | 334 | 7,056 | 4 |\n| 31 | sdcn | acm | 3,025 | 1,870 | 26,256 | 3 |\n| 32 | cola | blogcatalog | 5,196 | 8,189 | 343,486 | 6 |\n| 33 | cola | flickr | 7,575 | 12,047 | 479,476 | 9 |\n| 34 | linkx | snap-patents | 2,923,922 | 269 | 27,945,090 | 5 |\n| 35 | linkx | pokec | 1,632,803 | 65 | 44,603,928 | 3 |\n| 36 | linkx | genius | 421,961 | 12 | 1,845,736 | 2 |\n| 37 | linkx | arxiv-year | 169,343 | 128 | 2,315,598 | 5 |\n| 38 | linkx | Penn94 | 41,554 | 4,814 | 2,724,458 | 3 |\n| 39 | linkx | twitch-gamers | 168,114 | 7 | 13,595,114 | 2 |\n| 40 | linkx | wiki | 1,925,342 | 600 | 485,014,138 | 6 |\n| 41 | linkx | cornell | 183 | 1,703 | 554 | 5 |\n| 42 | linkx | chameleon | 2,277 | 2,325 | 62,742 | 5 |\n| 43 | linkx | film | 7,600 | 932 | 53,318 | 5 |\n| 44 | linkx | squirrel | 5,201 | 2,089 | 396,706 | 5 |\n| 45 | linkx | texas | 183 | 1,703 | 558 | 5 |\n| 46 | linkx | wisconsin | 251 | 1,703 | 900 | 5 |\n| 47 | linkx | yelp-chi | 45,954 | 32 | 7,693,958 | 2 |\n| 48 | linkx | deezer-europe | 28,281 | 31,241 | 185,504 | 2 |\n| 49 | linkx | Amherst41 | 2,235 | 1,193 | 181,908 | 3 |\n| 50 | linkx | Cornell5 | 18,660 | 4,735 | 1,581,554 | 3 |\n| 51 | linkx | Johns Hopkins55 | 5,180 | 2,406 | 373,172 | 3 |\n| 52 | linkx | Reed98 | 962 | 745 | 37,624 | 3 |\n| 53 | critical | roman-empire | 22,662 | 300 | 65,854 | 18 |\n| 54 | critical | amazon-ratings | 24,492 | 300 | 186,100 | 5 |\n| 55 | critical | minesweeper | 10,000 | 7 | 78,804 | 2 |\n| 56 | critical | tolokers | 11,758 | 10 | 1,038,000 | 2 |\n| 57 | critical | questions | 48,921 | 301 | 307,080 | 2 |\n| 58 | critical | squirrel | 2,223 | 2,089 | 93,996 | 5 |\n| 59 | critical | chameleon | 890 | 2,325 | 17,708 | 5 |\n<!-- Statistics ends -->\n\n## Requirements\n\nSee [requirements-dev.txt](./requirements-dev.txt), [requirements.txt](./requirements.txt) and [pyproject.toml:dependencies](./pyproject.toml).\n\n## Contributing\n\nSee [CONTRIBUTING.md](./CONTRIBUTING.md).\n",
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