pytorch-pfn-extras

v0.8.1

Supplementary components to accelerate research and development in PyTorch. For more information about how to use this package see README

Latest version published 4 days ago

License: MIT

PyPI

GitHub

Package Health Score

78 / 100

security
No known security issues
popularity
Small
maintenance
Healthy
community
Sustainable

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Popularity

Small

GitHub Stars: 271
Forks: 52
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package pytorch-pfn-extras, we found that it has been starred 271 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Nov 20, 2024
Direct Vulnerabilities: 0
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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

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Maintenance

Healthy

Commit Frequency

Open Issues: 69
Open PR: 20
Last Release: 4 days ago
Last Commit: 1 month ago

Further analysis of the maintenance status of pytorch-pfn-extras based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that pytorch-pfn-extras 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: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 30
Funding: No

With more than 10 contributors for the pytorch-pfn-extras repository, this is possibly a sign for a growing and inviting community.

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Package

Python Versions Compatibility: >=3.9.0

Age: 5 years
Latest Release: 4 days ago
Dependencies: 3 Direct
Versions: 38
Maintainers: 4
Wheels: OS Independent

Readme

pytorch-pfn-extras

Supplementary components to accelerate research and development in PyTorch.

Installation

pip install pytorch-pfn-extras

# Use `[onnx]` to use onnx submodule like:
#  pip install "pytorch-pfn-extras[onnx]"

### Optinal dependencies
# For PlotReport / VariableStatisticsPlot extensions
pip install matplotlib

# For IgniteExtensionsManager
pip install pytorch-ignite torchvision

# For CuPy interoperability (see: https://docs.cupy.dev/en/stable/install.html)
pip install cupy  # or cupy-cudaXXX

Requirements

Python 3.9+
PyTorch 1.13+

Optional dependencies:

CuPy 8.0+ for PyTorch/CuPy interoperatbility

Documentation

Refer to Read The Docs for the complete documentation.

Below are some quick-links to the most important features of the library.

Examples

Contribution Guide

You can contribute to this project by sending a pull request. After approval, the pull request will be merged by the reviewer.

Before making a contribution, please confirm that:

Code quality stays consistent across the script, module or package.
Code is covered by unit tests.
API is maintainable.

License

MIT License

pytorch-pfn-extras dependencies

numpy packaging torch

FAQs

What is pytorch-pfn-extras?

Supplementary components to accelerate research and development in PyTorch. Visit Snyk Advisor to see a full health score report for pytorch-pfn-extras, including popularity, security, maintenance & community analysis.

Is pytorch-pfn-extras popular?

The python package pytorch-pfn-extras receives a total of 4,793 weekly downloads. As such, pytorch-pfn-extras popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is pytorch-pfn-extras well maintained?

We found that pytorch-pfn-extras demonstrated a healthy version release cadence and project activity. It has a community of 30 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is pytorch-pfn-extras safe to use?

The python package pytorch-pfn-extras 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 23 November-2024, at 21:29 (UTC).

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Readme

pytorch-pfn-extras

Installation

Requirements

Documentation

Examples

Contribution Guide

License

pytorch-pfn-extras dependencies

FAQs

What is pytorch-pfn-extras?

Is pytorch-pfn-extras popular?

Is pytorch-pfn-extras well maintained?

Is pytorch-pfn-extras safe to use?

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Scan your app for vulnerabilities

Source Code

Open Source

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Config

Fix identified vulnerabilities

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