View lime on Snyk Open Source Advisor

Package Health Score

61 / 100

security
Security review needed
popularity
Influential project
maintenance
Inactive
community
Active

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Popularity

Influential project

GitHub Stars: 11.67K
Forks: 1.81K
Contributors: 50

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package lime, we found that it has been starred 11,672 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Jun 26, 2020
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

BSD-2-Clause

Security Policy

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

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Maintenance

Inactive

Commit Frequency

No Recent Commits

Open Issues: 100
Open PR: 20
Last Release: 4 years ago
Last Commit: 3 years ago

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

An important project maintenance signal to consider for lime is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

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: No
Contributors: 50
Funding: No

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

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

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

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Package

Python Versions Compatibility: >=3.5

Age: 9 years
Latest Release: 4 years ago
Dependencies: N/A
Versions: 38
Maintainers: 1
Wheels: No

Not sure how to use lime?

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

pranab / avenir / python / mlextra / interpret.py View on Github

if catValues:
			catFeatValues = dict()
			catFeatIndices = list()
			items = catValues.split(",")
			for item in items:
				parts = item.split(":")
				col = int(parts[0])
				catFeatValues[col] = parts[1:]
				catFeatIndices.append(col)
			
			encoder = CatLabelGenerator(catFeatValues, ",")
			for c in catFeatIndices:
				values = encoder.getOrigLabels(c)
				catFeatValues[c] = values

		self.explainer =  lime.lime_tabular.LimeTabularExplainer(trainFeatData, feature_names=featNames,\
			categorical_features=catFeatIndices, categorical_names=catFeatValues, kernel_width=kernelWidth,\
			verbose=verbose,class_names=classNames,feature_selection=featSelection,sample_around_instance=sampLocal)

View more ways to use lime

FAQs

What is lime?

Local Interpretable Model-Agnostic Explanations for machine learning classifiers. Visit Snyk Advisor to see a full health score report for lime, including popularity, security, maintenance & community analysis.

Is lime popular?

The python package lime receives a total of 105,776 weekly downloads. As such, lime popularity was classified as an influential project. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is lime well maintained?

We found indications that lime is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is lime safe to use?

While scanning the latest version of lime, 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 20 December-2024, at 20:25 (UTC).

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lime

Local Interpretable Model-Agnostic Explanations for machine learning classifiers For more information about how to use this package see README

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Package

Not sure how to use lime?

FAQs

What is lime?

Is lime popular?

Is lime well maintained?

Is lime safe to use?

Build a secure application checklist

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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 lime?

FAQs

What is lime?

Is lime popular?

Is lime well maintained?

Is lime 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