View ampligraph on Snyk Open Source Advisor

Package Health Score

67 / 100

security
Security review needed
popularity
Small
maintenance
Sustainable
community
Active

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Popularity

Small

GitHub Stars: 2.15K
Forks: 250
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package ampligraph, we found that it has been starred 2,154 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Feb 26, 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
4
M
0
L

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

License

Apache-2.0

Security Policy

We found a way for you to contribute to the project! Looks like ampligraph is missing a security policy.

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Maintenance

Sustainable

Commit Frequency

Open Issues: 26
Open PR: 6
Last Release: 9 months ago
Last Commit: 9 months ago

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

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

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: No
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 20
Funding: No

With more than 10 contributors for the ampligraph repository, this is possibly a sign for a growing and inviting community.

How about a good first contribution to this project? It seems that ampligraph is missing a README file.

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Package

Python Versions Compatibility: Unspecified

Age: 6 years
Latest Release: 9 months ago
Dependencies: 20 Direct / 64 Total
Versions: 13
Maintainers: 3
Wheels: OS Independent

Not sure how to use ampligraph?

To help you get started, we've collected the most common ways that ampligraph is being used within popular public projects.

Accenture / AmpliGraph / tests / ampligraph / evaluation / test_protocol.py View on Github

def test_evaluate_performance_so_side_corruptions_without_filter():
    X = load_wn18()
    model = ComplEx(batches_count=10, seed=0, epochs=5, k=200, eta=10, loss='nll',
                    regularizer=None, optimizer='adam', optimizer_params={'lr': 0.01}, verbose=True)
    model.fit(X['train'])

    X_filter = np.concatenate((X['train'], X['valid'], X['test']))
    ranks = evaluate_performance(X['test'][::20], model, X_filter,  verbose=True,
                                 use_default_protocol=False, corrupt_side='s+o')
    mrr = mrr_score(ranks)
    hits_10 = hits_at_n_score(ranks, n=10)
    print("ranks: %s" % ranks)
    print("MRR: %f" % mrr)
    print("Hits@10: %f" % hits_10)
    assert(mrr is not np.Inf)

View more ways to use ampligraph

ampligraph dependencies

beautifultable docopt docutils flake8 matplotlib myst-parser networkx numpy pandas pytest pyyaml rdflib schema scikit-learn scipy setuptools sphinx sphinx-rtd-theme sphinxcontrib-bibtex tqdm

FAQs

What is ampligraph?

A Python library for relational learning on knowledge graphs. Visit Snyk Advisor to see a full health score report for ampligraph, including popularity, security, maintenance & community analysis.

Is ampligraph popular?

The python package ampligraph receives a total of 402 weekly downloads. As such, ampligraph popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is ampligraph well maintained?

We found indications that ampligraph maintenance is sustainable demonstrating some project activity. We saw a total of 20 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is ampligraph safe to use?

While scanning the latest version of ampligraph, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 21 November-2024, at 12:48 (UTC).

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ampligraph

A Python library for relational learning on knowledge graphs. For more information about how to use this package see README

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Package

Not sure how to use ampligraph?

ampligraph dependencies

FAQs

What is ampligraph?

Is ampligraph popular?

Is ampligraph well maintained?

Is ampligraph 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

Not sure how to use ampligraph?

ampligraph dependencies

FAQs

What is ampligraph?

Is ampligraph popular?

Is ampligraph well maintained?

Is ampligraph 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

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