@tensorflow/tfjs-backend-webgl

v4.22.0

GPU accelerated WebGL backend for TensorFlow.js For more information about how to use this package see README

Latest version published 17 days ago

License: Apache-2.0

NPM

GitHub

Package Health Score

95 / 100

security
No known security issues
popularity
Influential project
maintenance
Healthy
community
Active

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Security

No known security issues

All security vulnerabilities belong to production dependencies of direct and indirect packages.

Security and license risk for significant versions

All Versions

Version				Vulnerabilities	License Risk
4.22.0	\|	10/2024		0 C 0 H 0 M 0 L	0 H 0 M 0 L
4.21.0	\|	09/2024		0 C 0 H 0 M 0 L	0 H 0 M 0 L
3.21.0	\|	10/2022	Popular	0 C 0 H 0 M 0 L	0 H 0 M 0 L
2.8.6	\|	02/2021		0 C 0 H 0 M 0 L	0 H 0 M 0 L
2.7.0	\|	10/2020		0 C 0 H 0 M 0 L	0 H 0 M 0 L

License

Apache-2.0

Security Policy

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Popularity

Influential project

Weekly Downloads (168,861)

GitHub Stars: 18.46K
Forks: 1.93K
Contributors: 350

Direct Usage Popularity

The npm package @tensorflow/tfjs-backend-webgl receives a total of 168,861 downloads a week. As such, we scored @tensorflow/tfjs-backend-webgl popularity level to be Influential project.

Based on project statistics from the GitHub repository for the npm package @tensorflow/tfjs-backend-webgl, we found that it has been starred 18,462 times.

Downloads are calculated as moving averages for a period of the last 12 months, excluding weekends and known missing data points.

Community

Active

Readme.md: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 350
Funding: No

A good and healthy external contribution signal for @tensorflow/tfjs-backend-webgl project, which invites more than one hundred open source maintainers to collaborate on the repository.

We found a way for you to contribute to the project! Looks like @tensorflow/tfjs-backend-webgl is missing a Code of Conduct.

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Maintenance

Healthy

Commit Frequency

Open Issues: 301
Open PR: 233
Last Release: 17 days ago
Last Commit: 27 days ago

Further analysis of the maintenance status of @tensorflow/tfjs-backend-webgl based on released npm versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that @tensorflow/tfjs-backend-webgl 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.

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Package

Node.js Compatibility: not defined

Age: 5 years
Dependencies: 4 Direct
Versions: 78
Install Size: 21.5 MB
Dist-tags: 2
# of Files: 596
Maintainers: 10
TS Typings: Yes

@tensorflow/tfjs-backend-webgl has more than a single and default latest tag published for the npm package. This means, there may be other tags available for this package, such as next to indicate future releases, or stable to indicate stable releases.

Readme

Usage

This package implements a GPU accelerated WebGL backend for TensorFlow.js.

Importing the backend

Note: this backend is included by default in @tensorflow/tfjs.

Via NPM

// Import @tensorflow/tfjs-core
import * as tf from '@tensorflow/tfjs-core';
// Adds the WebGL backend to the global backend registry.
import '@tensorflow/tfjs-backend-webgl';

Via a script tag

You can also get ES2017 code using the following links

@tensorflow/tfjs-backend-webgl dependencies

@tensorflow/tfjs-backend-cpu @types/offscreencanvas @types/seedrandom seedrandom

@tensorflow/tfjs-backend-webgl development dependencies

@babel/polyfill @bazel/bazelisk

FAQs

What is @tensorflow/tfjs-backend-webgl?

GPU accelerated WebGL backend for TensorFlow.js. Visit Snyk Advisor to see a full health score report for @tensorflow/tfjs-backend-webgl, including popularity, security, maintenance & community analysis.

Is @tensorflow/tfjs-backend-webgl popular?

The npm package @tensorflow/tfjs-backend-webgl receives a total of 168,861 weekly downloads. As such, @tensorflow/tfjs-backend-webgl popularity was classified as an influential project. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is @tensorflow/tfjs-backend-webgl well maintained?

We found that @tensorflow/tfjs-backend-webgl demonstrated a healthy version release cadence and project activity. It has a community of 350 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is @tensorflow/tfjs-backend-webgl safe to use?

The npm package @tensorflow/tfjs-backend-webgl 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 6 November-2024, at 12:02 (UTC).

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