Package Health Score

78 / 100

security
No known security issues
popularity
Recognized
maintenance
Sustainable
community
Active

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esl
33

Popularity

Recognized

GitHub Stars: 5.12K
Forks: 1.73K
Contributors: 60

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package ISLP, we found that it has been starred 5,123 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Jun 4, 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 ISLP is missing a security policy.

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Maintenance

Sustainable

Commit Frequency

Open Issues: 12
Open PR: 2
Last Release: 6 months ago
Last Commit: 18 days ago

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

We found that ISLP 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: Yes
Contributing.md: No
Code of Conduct: Yes
Contributors: 60
Funding: No

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

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Package

Python Versions Compatibility: >=3.9

Age: 2 years
Latest Release: 6 months ago
Dependencies: 7 Direct
Versions: 22
Maintainers: 1
Wheels: OS Independent

Readme

ISLP

This package collects data sets and various helper functions for ISLP.

Install instructions

Mac OS X / Linux

We generally recommend creating a conda environment to isolate any code from other dependencies. The ISLP package does not have unusual dependencies, but this is still good practice. To create a conda environment in a Mac OS X or Linux environment run:

conda create --name islp

To run python code in this environment, you must activate it:

conda activate islp

Windows

On windows, create a Python environment called islp in the Anaconda app. This can be done by selecting Environments on the left hand side of the app's screen. After creating the environment, open a terminal within that environment by clicking on the "Play" button.

Installing `ISLP`

Having completed the steps above, we use pip to install the ISLP package:

pip install ISLP

Torch requirements

The ISLP labs use torch and various related packages for the lab on deep learning. The requirements are included in the requirements for ISLP with the exception of those needed for the labs which are included in the requirements for the labs.

Jupyter

Mac OS X

If JupyterLab is not already installed, run the following after having activated your islp environment:

pip install jupyterlab

Windows

Either use the same pip command above or install JupyterLab from the Home tab. Ensure that the environment is your islp environment. This information appears near the top left in the Anaconda Home page.

Documentation

See the docs for the latest documentation.

Authors

Jonathan Taylor
Trevor Hastie
Gareth James
Robert Tibshirani
Daniela Witten

Contributors ✨

Thanks goes to these wonderful people (emoji key):

_{danielawitten}
💻 🖋

_trevorhastie
💻 🖋

_tibshirani
💻 🖋

This project follows the all-contributors specification. Contributions of any kind welcome!

ISLP dependencies

joblib lifelines lxml pygam pytorch-lightning torch torchmetrics

FAQs

What is ISLP?

Library for ISLP labs. Visit Snyk Advisor to see a full health score report for ISLP, including popularity, security, maintenance & community analysis.

Is ISLP popular?

The python package ISLP receives a total of 4,312 weekly downloads. As such, ISLP popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is ISLP well maintained?

We found indications that ISLP maintenance is sustainable demonstrating some project activity. We saw a total of 60 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is ISLP safe to use?

The python package ISLP 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 24 November-2024, at 15:48 (UTC).

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Package Health Score

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Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Readme

ISLP

Install instructions

Mac OS X / Linux

Windows

Installing ISLP

Torch requirements

Jupyter

Mac OS X

Windows

Documentation

Authors

Contributors ✨

ISLP dependencies

FAQs

What is ISLP?

Is ISLP popular?

Is ISLP well maintained?

Is ISLP 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

Installing `ISLP`