Package Health Score

63 / 100

security
Security review needed
popularity
Recognized
maintenance
Inactive
community
Active

Explore Similar Packages

dgl
77

Popularity

Recognized

GitHub Stars: 9.96K
Forks: 971
Contributors: 270

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package torchgeometry, we found that it has been starred 9,962 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Mar 14, 2019
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

Apache-2.0

Security Policy

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

You can connect your project's repository to Snyk to stay up to date on security alerts and receive automatic fix pull requests.

Keep your project free of vulnerabilities with Snyk

Maintenance

Inactive

Commit Frequency

Open Issues: 272
Open PR: 16
Last Release: 6 years ago
Last Commit: 17 days ago

Further analysis of the maintenance status of torchgeometry 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 torchgeometry 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: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 270
Funding: Yes

A good and healthy external contribution signal for torchgeometry project, which invites more than one hundred open source maintainers to collaborate on the repository.

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Ensure all the packages you're using are healthy and well-maintained

Snyk Vulnerability Scanner

Get health score & security insights directly in your IDE

Package

Python Versions Compatibility: Unspecified

Age: 6 years
Latest Release: 6 years ago
Dependencies: 1 Direct / 8 Total
Versions: 2
Maintainers: 1
Wheels: OS Independent

Not sure how to use torchgeometry?

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

kornia / kornia / test / test_color.py View on Github

def test_jit(self):
        batch_size, channels, height, width = 2, 3, 64, 64
        img = torch.ones(batch_size, channels, height, width)
        gray = color.RgbToGrayscale()
        gray_traced = torch.jit.trace(color.RgbToGrayscale(), img)
        assert_allclose(gray(img), gray_traced(img))

View more ways to use torchgeometry

The PyTorch Geometry package is a geometric computer vision library for PyTorch.

It consists of a set of routines and differentiable modules to solve generic geometry computer vision problems. At its core, the package uses PyTorch as its main backend both for efficiency and to take advantage of the reverse-mode auto-differentiation to define and compute the gradient of complex functions.

Installation

From pip:

pip install torchgeometry

From source:

python setup.py install

From source using pip:

pip install git+https://github.com/arraiyopensource/torchgeometry

Quick Usage

import torch
import torchgeometry as tgm

x_rad = tgm.pi * torch.rand(1, 3, 3)
x_deg = tgm.rad2deg(x_rad)

torch.allclose(x_rad, tgm.deg2rad(x_deg))  # True

Examples

Run our Jupyter notebooks examples to learn to use the library.

Cite

If you are using torchgeometry in your research-related documents, it is recommended that you cite the poster.

@misc{Arraiy2018,
 author    = {E. Riba, M. Fathollahi, W. Chaney, E. Rublee and G. Bradski}
 title     = {torchgeometry: when PyTorch meets geometry},
 booktitle = {PyTorch Developer Conference},
 year      = {2018},
 url       = {https://drive.google.com/file/d/1xiao1Xj9WzjJ08YY_nYwsthE-wxfyfhG/view?usp=sharing}
}

Contributing

We appreciate all contributions. If you are planning to contribute back bug-fixes, please do so without any further discussion. If you plan to contribute new features, utility functions or extensions, please first open an issue and discuss the feature with us. Please, consider to read the CONTRIBUTING notes.

torchgeometry dependencies

torch

FAQs

What is torchgeometry?

differential geometric computer vision for deep learning. Visit Snyk Advisor to see a full health score report for torchgeometry, including popularity, security, maintenance & community analysis.

Is torchgeometry popular?

The python package torchgeometry receives a total of 5,426 weekly downloads. As such, torchgeometry popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is torchgeometry well maintained?

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

Is torchgeometry safe to use?

While scanning the latest version of torchgeometry, 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 22 November-2024, at 02:38 (UTC).

Build a secure application checklist

Select a recommended open source package

Minimize your risk by selecting secure & well maintained open source packages

DONE

Scan your app for vulnerabilities

Scan your application to find vulnerabilities in your: source code, open source dependencies, containers and configuration files

SCAN NOW

Fix identified vulnerabilities

Easily fix your code by leveraging automatically generated PRs

AUTO FIX

Monitor for new issues

New vulnerabilities are discovered every day. Get notified if your application is affected

MONITOR APP

torchgeometry

differential geometric computer vision for deep learning For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Explore Similar Packages

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Package

Not sure how to use torchgeometry?

Installation

Quick Usage

Examples

Cite

Contributing

torchgeometry dependencies

FAQs

What is torchgeometry?

Is torchgeometry popular?

Is torchgeometry well maintained?

Is torchgeometry safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

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 torchgeometry?

Installation

Quick Usage

Examples

Cite

Contributing

torchgeometry dependencies

FAQs

What is torchgeometry?

Is torchgeometry popular?

Is torchgeometry well maintained?

Is torchgeometry 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