@tensorflow/tfjs-node-gpu

v4.22.0

For information please refer [here](https://github.com/tensorflow/tfjs/blob/master/tfjs-node/README.md). For more information about how to use this package see README

Latest version published 2 months ago

License: Apache-2.0

NPM

GitHub

Package Health Score

82 / 100

security
Security review needed
popularity
Recognized
maintenance
Healthy
community
Active

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Security

Security review needed

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	Popular	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		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

Recognized

Weekly Downloads (1,360)

GitHub Stars: 18.52K
Forks: 1.94K
Contributors: 340

Direct Usage Popularity

The npm package @tensorflow/tfjs-node-gpu receives a total of 1,360 downloads a week. As such, we scored @tensorflow/tfjs-node-gpu popularity level to be Recognized.

Based on project statistics from the GitHub repository for the npm package @tensorflow/tfjs-node-gpu, we found that it has been starred 18,521 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: 340
Funding: No

A good and healthy external contribution signal for @tensorflow/tfjs-node-gpu 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-node-gpu is missing a Code of Conduct.

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Maintenance

Healthy

Commit Frequency

Open Issues: 308
Open PR: 235
Last Release: 2 months ago
Last Commit: 2 months ago

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

We found that @tensorflow/tfjs-node-gpu 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: >=8.11.0

Age: 7 years
Dependencies: 8 Direct
Versions: 133
Install Size: 2.02 MB
Dist-tags: 2
# of Files: 569
Maintainers: 10
TS Typings: Yes

@tensorflow/tfjs-node-gpu 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.

Not sure how to use @tensorflow/tfjs-node-gpu?

To help you get started, we've collected the most common ways that @tensorflow/tfjs-node-gpu is being used within popular public projects.

tensorflow / tfjs-examples / mnist-acgan / gan.js View on Github

tf = require('@tensorflow/tfjs-node-gpu');
  } else {
    console.log('Using CPU');
    tf = require('@tensorflow/tfjs-node');
  }

  if (!fs.existsSync(path.dirname(args.generatorSavePath))) {
    fs.mkdirSync(path.dirname(args.generatorSavePath));
  }
  const saveURL = `file://${args.generatorSavePath}`;
  const metadataPath = path.join(args.generatorSavePath, 'acgan-metadata.json');

  // Build the discriminator.
  const discriminator = buildDiscriminator();
  discriminator.compile({
    optimizer: tf.train.adam(args.learningRate, args.adamBeta1),
    loss: ['binaryCrossentropy', 'sparseCategoricalCrossentropy']
  });
  discriminator.summary();

  // Build the generator.
  const generator = buildGenerator(args.latentSize);
  generator.summary();

  const optimizer = tf.train.adam(args.learningRate, args.adamBeta1);
  const combined = buildCombinedModel(
      args.latentSize, generator, discriminator, optimizer);

  await data.loadData();
  let {images: xTrain, labels: yTrain} = data.getTrainData();
  yTrain = tf.expandDims(yTrain.argMax(-1), -1);

View more ways to use @tensorflow/tfjs-node-gpu

@tensorflow/tfjs-node-gpu dependencies

@mapbox/node-pre-gyp @tensorflow/tfjs adm-zip google-protobuf https-proxy-agent progress rimraf tar

@tensorflow/tfjs-node-gpu development dependencies

@tensorflow/tfjs-core @types/jasmine @types/node @types/progress @types/rimraf @types/yargs clang-format jasmine node-fetch nyc tmp ts-node tslint tslint-no-circular-imports typescript yalc yargs

FAQs

What is @tensorflow/tfjs-node-gpu?

For information please refer [here](https://github.com/tensorflow/tfjs/blob/master/tfjs-node/README.md). Visit Snyk Advisor to see a full health score report for @tensorflow/tfjs-node-gpu, including popularity, security, maintenance & community analysis.

Is @tensorflow/tfjs-node-gpu popular?

The npm package @tensorflow/tfjs-node-gpu receives a total of 1,360 weekly downloads. As such, @tensorflow/tfjs-node-gpu popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is @tensorflow/tfjs-node-gpu well maintained?

We found that @tensorflow/tfjs-node-gpu demonstrated a healthy version release cadence and project activity. It has a community of 340 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is @tensorflow/tfjs-node-gpu safe to use?

While scanning the latest version of @tensorflow/tfjs-node-gpu, 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 19 December-2024, at 16:18 (UTC).

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