@tensorflow/tfjs-core

v4.22.0

Hardware-accelerated JavaScript library for machine intelligence For more information about how to use this package see README

Latest version published 1 month 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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tensorflow.js
43

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 (226,584)

GitHub Stars: 18.5K
Forks: 1.93K
Contributors: 350

Direct Usage Popularity

The npm package @tensorflow/tfjs-core receives a total of 226,584 downloads a week. As such, we scored @tensorflow/tfjs-core popularity level to be Influential project.

Based on project statistics from the GitHub repository for the npm package @tensorflow/tfjs-core, we found that it has been starred 18,501 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-core 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-core is missing a Code of Conduct.

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Maintenance

Healthy

Commit Frequency

Open Issues: 303
Open PR: 234
Last Release: 1 month ago
Last Commit: 1 month ago

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

We found that @tensorflow/tfjs-core 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: 7 years
Dependencies: 7 Direct
Versions: 188
Install Size: 37.1 MB
Dist-tags: 2
# of Files: 1.76K
Maintainers: 10
TS Typings: Yes

@tensorflow/tfjs-core 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

TensorFlow.js Core API

A part of the TensorFlow.js ecosystem, this repo hosts @tensorflow/tfjs-core, the TensorFlow.js Core API, which provides low-level, hardware-accelerated linear algebra operations and an eager API for automatic differentiation.

Check out js.tensorflow.org for more information about the library, tutorials and API docs.

To keep track of issues we use the tensorflow/tfjs Github repo.

Importing

You can install TensorFlow.js via yarn or npm. We recommend using the @tensorflow/tfjs npm package, which gives you both this Core API and the higher-level Layers API:

import * as tf from '@tensorflow/tfjs';
// You have the Core API: tf.matMul(), tf.softmax(), ...
// You also have Layers API: tf.model(), tf.layers.dense(), ...

On the other hand, if you care about the bundle size and you do not use the Layers API, you can import only the Core API:

import * as tfc from '@tensorflow/tfjs-core';
// You have the Core API: tfc.matMul(), tfc.softmax(), ...
// No Layers API.

Note: If you are only importing the Core API, you also need to import a backend (e.g., tfjs-backend-cpu, tfjs-backend-webgl, tfjs-backend-wasm).

For info about development, check out DEVELOPMENT.md.

For more information

Thanks BrowserStack for providing testing support.

@tensorflow/tfjs-core dependencies

@types/long @types/offscreencanvas @types/seedrandom @webgpu/types long node-fetch seedrandom

@tensorflow/tfjs-core development dependencies

@bazel/bazelisk @bazel/ibazel

FAQs

What is @tensorflow/tfjs-core?

Hardware-accelerated JavaScript library for machine intelligence. Visit Snyk Advisor to see a full health score report for @tensorflow/tfjs-core, including popularity, security, maintenance & community analysis.

Is @tensorflow/tfjs-core popular?

The npm package @tensorflow/tfjs-core receives a total of 226,584 weekly downloads. As such, @tensorflow/tfjs-core popularity was classified as an influential project. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is @tensorflow/tfjs-core well maintained?

We found that @tensorflow/tfjs-core 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-core safe to use?

The npm package @tensorflow/tfjs-core 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 21 November-2024, at 03:12 (UTC).

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