deepchem

v2.8.0

Deep learning models for drug discovery, quantum chemistry, and the life sciences. For more information about how to use this package see README

Latest version published 8 months ago

License: MIT

PyPI

GitHub

Package Health Score

80 / 100

security
Security review needed
popularity
Popular
maintenance
Sustainable
community
Active

Popularity

Popular

GitHub Stars: 5.51K
Forks: 1.68K
Contributors: 190

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package deepchem, we found that it has been starred 5,514 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Apr 2, 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

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

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Maintenance

Sustainable

Commit Frequency

Open Issues: 467
Open PR: 182
Last Release: 8 months ago
Last Commit: 10 days ago

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

We found that deepchem 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: 190
Funding: No

A good and healthy external contribution signal for deepchem project, which invites more than one hundred open source maintainers to collaborate on the repository.

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

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Package

Python Versions Compatibility: <3.12,>=3.7

Age: 7 years
Latest Release: 2 days ago
Dependencies: 5 Direct / 13 Total
Versions: 953
Maintainers: 4
Wheels: OS Independent

Not sure how to use deepchem?

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

deepchem / deepchem / deepchem / data / test_data_loader.py View on Github

def test_load_singleton_csv(self):
    fin = tempfile.NamedTemporaryFile(mode='w', delete=False)
    fin.write("smiles,endpoint\nc1ccccc1,1")
    fin.close()
    print(fin.name)
    featurizer = dc.feat.CircularFingerprint(size=1024)
    tasks = ["endpoint"]
    loader = dc.data.CSVLoader(
        tasks=tasks, smiles_field="smiles", featurizer=featurizer)

    X = loader.featurize(fin.name)
    self.assertEqual(1, len(X))
    os.remove(fin.name)

View more ways to use deepchem

deepchem dependencies

joblib pandas rdkit scikit-learn sympy

FAQs

What is deepchem?

Deep learning models for drug discovery, quantum chemistry, and the life sciences. Visit Snyk Advisor to see a full health score report for deepchem, including popularity, security, maintenance & community analysis.

Is deepchem popular?

The python package deepchem receives a total of 19,437 weekly downloads. As such, deepchem popularity was classified as a popular. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is deepchem well maintained?

We found indications that deepchem maintenance is sustainable demonstrating some project activity. We saw a total of 190 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is deepchem safe to use?

While scanning the latest version of deepchem, 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 16:59 (UTC).

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