View sklearn2pmml on Snyk Open Source Advisor

Package Health Score

76 / 100

security
No known security issues
popularity
Popular
maintenance
Sustainable
community
Sustainable

Popularity

Popular

GitHub Stars: 690
Forks: 113
Contributors: 1

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package sklearn2pmml, we found that it has been starred 690 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Dec 15, 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

AGPL-3.0

Non-Permissive License

We noticed that this project uses a license which requires less permissive conditions such as disclosing the source code, stating changes or redistributing the source under the same license. It is advised to further consult the license terms before use.

Security Policy

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Maintenance

Sustainable

Commit Frequency

Open Issues: 15
Open PR: 0
Last Release: 8 days ago
Last Commit: 8 days ago

Further analysis of the maintenance status of sklearn2pmml based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

We found that sklearn2pmml demonstrates a positive version release cadence with at least one new version released in the past 3 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

Sustainable

Readme: No
Contributing.md: No
Code of Conduct: No
Contributors: 1
Funding: No

This project has seen only 10 or less contributors.

We found a way for you to contribute to the project! Looks like sklearn2pmml is missing a Code of Conduct.

How about a good first contribution to this project? It seems that sklearn2pmml is missing a README file.

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Package

Python Versions Compatibility: >=3.8

Age: 7 years
Latest Release: 8 days ago
Dependencies: 0 Direct
Versions: 166
Maintainers: 0
Wheels: OS Independent

Not sure how to use sklearn2pmml?

To help you get started, we've collected the most common ways that sklearn2pmml is being used within popular public projects.

ankane / eps / test / support / python / lightgbm_regression.py View on Github

text_features = ["model"]

mapper = DataFrameMapper(
  [(numeric_features, [ContinuousDomain()])] +
  [([f], [CategoricalDomain(), PMMLLabelEncoder()]) for f in categorical_features] +
  [(f, [CategoricalDomain(), CountVectorizer(tokenizer=Splitter(), max_features=5)]) for f in text_features]
)

pipeline = PMMLPipeline([
  ("mapper", mapper),
  ("model", LGBMRegressor(n_estimators=1000))
])
# use model__sample_weight for weight
pipeline.fit(data, data["hwy"], model__categorical_feature=[3, 4])

sklearn2pmml(pipeline, "test/support/python/lightgbm_regression.pmml")

print(pipeline.predict(data[:10]))

View more ways to use sklearn2pmml

FAQs

What is sklearn2pmml?

Python library for converting Scikit-Learn pipelines to PMML. Visit Snyk Advisor to see a full health score report for sklearn2pmml, including popularity, security, maintenance & community analysis.

Is sklearn2pmml popular?

The python package sklearn2pmml receives a total of 42,199 weekly downloads. As such, sklearn2pmml popularity was classified as a popular. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is sklearn2pmml well maintained?

We found indications that sklearn2pmml maintenance is sustainable demonstrating some project activity. We saw a total of 1 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is sklearn2pmml safe to use?

The python package sklearn2pmml 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 21:51 (UTC).

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sklearn2pmml

Python library for converting Scikit-Learn pipelines to PMML For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Non-Permissive License

Maintenance

Commit Frequency

Community

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Package

Not sure how to use sklearn2pmml?

FAQs

What is sklearn2pmml?

Is sklearn2pmml popular?

Is sklearn2pmml well maintained?

Is sklearn2pmml safe to use?

Build a secure application checklist

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Fix identified vulnerabilities

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Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Check your requirements.txt

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Not sure how to use sklearn2pmml?

FAQs

What is sklearn2pmml?

Is sklearn2pmml popular?

Is sklearn2pmml well maintained?

Is sklearn2pmml safe to use?

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Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

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