Package Health Score

51 / 100

security
No known security issues
popularity
Limited
maintenance
Inactive
community
Sustainable

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Popularity

Limited

GitHub Stars: 289
Forks: 67
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package pliers, we found that it has been starred 289 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Oct 20, 2022
Direct Vulnerabilities: 0
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0
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0
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0
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Indirect Vulnerabilities: 0
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0
H
0
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0
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License Risk: 0
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0
M
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

BSD-3-Clause

Security Policy

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Maintenance

Inactive

Commit Frequency

No Recent Commits

Open Issues: 48
Open PR: 4
Last Release: 2 years ago
Last Commit: 1 year ago

Further analysis of the maintenance status of pliers 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 pliers 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.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 30
Funding: No

With more than 10 contributors for the pliers 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 pliers is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.6

Age: 7 years
Latest Release: 2 years ago
Dependencies: 11 Direct
Versions: 10
Maintainers: 2
Wheels: OS Independent

Readme

pliers: a python package for automated feature extraction

Pliers is a Python package for automated extraction of features from multimodal stimuli. It provides a unified, standardized interface to dozens of different feature extraction tools and services--including many state-of-the-art deep learning-based models and content analysis APIs. It's designed to let you rapidly and flexibly extract all kinds of useful information from videos, images, audio, and text.

You might benefit from pliers if you need to accomplish any of the following tasks (and many others!):

Identify objects or faces in a series of images
Transcribe the speech in an audio or video file
Apply sentiment analysis to text
Extract musical features from an audio clip
Apply a part-of-speech tagger to a block of text

Each of the above tasks can typically be accomplished in 2 - 3 lines of code with pliers. Combining them all--and returning a single, standardized DataFrame--might take a bit more work. Say maybe 5 or 6 lines.

In a nutshell, pliers provides a high-level, unified interface to a large number of feature extraction tools spanning a wide range of modalities.

Documentation

The official pliers documentation on ReadTheDocs is comprehensive, and contains a quickstart , API Reference , and more.

Pliers overview (with application to naturalistic fMRI)


Pliers is a general purpose tool, this is just one domain where it's useful.

.. raw:: html

   

`Tutorial Video `__

The above video is from a `tutorial `__
as a part of a `course about naturalistic data `__.

How to cite
-----------

If you use pliers in your work, please cite both the pliers and the following paper:

   McNamara, Q., De La Vega, A., &amp; Yarkoni, T. (2017, August).
   `Developing a comprehensive framework for multimodal feature
   extraction `__. In
   Proceedings of the 23rd ACM SIGKDD International Conference on
   Knowledge Discovery and Data Mining (pp. 1567-1574). ACM.

.. |PyPI version fury.io| image:: https://badge.fury.io/py/pliers.svg
   :target: https://pypi.python.org/pypi/pliers/
.. |pytest| image:: https://github.com/PsychoinformaticsLab/pliers/actions/workflows/python-package.yml/badge.svg
.. |Coverage Status| image:: https://codecov.io/gh/PsychoinformaticsLab/pliers/branch/master/graph/badge.svg?token=ShZRZ9aqZv 
   :target: https://codecov.io/gh/PsychoinformaticsLab/pliers
.. |DOI:10.1145/3097983.3098075| image:: https://zenodo.org/badge/DOI/10.1145/3097983.3098075.svg
   :target: https://doi.org/10.1145/3097983.3098075
.. |docs| image:: https://readthedocs.org/projects/pliers/badge/?version=latest
    :target: https://pliers.readthedocs.io/en/latest/?badge=latest
    :alt: Documentation Status

pliers dependencies

imageio moviepy nltk numpy pandas pillow psutil python-magic requests scipy tqdm

FAQs

What is pliers?

Multimodal feature extraction in Python. Visit Snyk Advisor to see a full health score report for pliers, including popularity, security, maintenance & community analysis.

Is pliers popular?

The python package pliers receives a total of 83 weekly downloads. As such, pliers popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is pliers well maintained?

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

Is pliers safe to use?

The python package pliers 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 4 May-2024, at 20:01 (UTC).

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pliers

Multimodal feature extraction in Python For more information about how to use this package see README

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Readme

pliers: a python package for automated feature extraction

Documentation

pliers dependencies

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Readme

pliers: a python package for automated feature extraction

Documentation

pliers dependencies

FAQs

What is pliers?

Is pliers popular?

Is pliers well maintained?

Is pliers safe to use?

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Source Code

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