Package Health Score

60 / 100

security
No known security issues
popularity
Limited
maintenance
Sustainable
community
Limited

Explore Similar Packages

Popularity

Limited

GitHub Stars: 3
Forks: 1
Contributors: 3

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package graph-datasets, we found that it has been starred 3 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Sep 13, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

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Maintenance

Sustainable

Commit Frequency

Open Issues: 0
Open PR: 0
Last Release: 3 months ago
Last Commit: 2 months ago

Further analysis of the maintenance status of graph-datasets based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

We found that graph-datasets demonstrates a positive version release cadence with at least one new version released in the past 12 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Limited

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 3
Funding: No

This project has seen only 10 or less contributors.

We found a way for you to contribute to the project! Looks like graph-datasets is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.8

Age: 2 years
Latest Release: 3 months ago
Dependencies: 0 Direct
Versions: 28
Maintainers: 0
Wheels: OS Independent

Readme

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	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

Requirements

See requirements-dev.txt, requirements.txt and pyproject.toml:dependencies.

Contributing

See CONTRIBUTING.md.

FAQs

What is graph-datasets?

Load graph datasets. Visit Snyk Advisor to see a full health score report for graph-datasets, including popularity, security, maintenance & community analysis.

Is graph-datasets popular?

The python package graph-datasets receives a total of 423 weekly downloads. As such, graph-datasets popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is graph-datasets well maintained?

We found indications that graph-datasets maintenance is sustainable demonstrating some project activity. We saw a total of 3 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is graph-datasets safe to use?

The python package graph-datasets was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 21 December-2024, at 22:57 (UTC).

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graph-datasets

Load graph datasets. For more information about how to use this package see README

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Package Health Score

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Popularity

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Community

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Package

Readme

Graph Datasets

Installation

Usage

Statistics

Requirements

Contributing

FAQs

What is graph-datasets?

Is graph-datasets popular?

Is graph-datasets well maintained?

Is graph-datasets safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

Graph Datasets

Installation

Usage

Statistics

Requirements

Contributing

FAQs

What is graph-datasets?

Is graph-datasets popular?

Is graph-datasets well maintained?

Is graph-datasets safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues