Package Health Score

73 / 100

security
No known security issues
popularity
Recognized
maintenance
Sustainable
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

Version				Vulnerabilities	License Risk
1.2.6	\|	08/2023		0 C 0 H 0 M 0 L	0 H 0 M 0 L
1.2.1	\|	07/2019	Popular	0 C 0 H 0 M 0 L	0 H 0 M 0 L
1.1.0	\|	04/2019		0 C 0 H 0 M 0 L	0 H 0 M 0 L
0.2.2	\|	07/2018		0 C 0 H 0 M 0 L	0 H 0 M 0 L
0.1.0	\|	06/2018		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 (2,205)

GitHub Stars: 14.11K
Forks: 4.35K
Contributors: 100

Direct Usage Popularity

The npm package @tensorflow-models/knn-classifier receives a total of 2,205 downloads a week. As such, we scored @tensorflow-models/knn-classifier popularity level to be Recognized.

Based on project statistics from the GitHub repository for the npm package @tensorflow-models/knn-classifier, we found that it has been starred 14,105 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: 100
Funding: No

With more than 10 contributors for the @tensorflow-models/knn-classifier repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like @tensorflow-models/knn-classifier is missing a Code of Conduct.

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Maintenance

Sustainable

Commit Frequency

Open Issues: 0
Open PR: 193
Last Release: 1 year ago
Last Commit: 22 days ago

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

An important project maintenance signal to consider for @tensorflow-models/knn-classifier is that it hasn't seen any new versions released to npm 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.

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Package

Node.js Compatibility: not defined

Age: 6 years
Dependencies: 0 Direct
Versions: 13
Install Size: 94.5 kB
Dist-tags: 1
# of Files: 20
Maintainers: 8
TS Typings: Yes

@tensorflow-models/knn-classifier 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-models/knn-classifier?

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

googlecreativelab / teachable-machine-v1 / src / ai / WebcamClassifier.js View on Github

async init() {
    this.useFloatTextures = !GLOBALS.browserUtils.isMobile && !GLOBALS.browserUtils.isSafari;
    tf.ENV.set('WEBGL_DOWNLOAD_FLOAT_ENABLED', false);
    this.classifier = knnClassifier.create();

    // Load mobilenet.
    this.mobilenetModule = await mobilenet.load();
  }

View more ways to use @tensorflow-models/knn-classifier

KNN Classifier

This package provides a utility for creating a classifier using the K-Nearest Neighbors algorithm.

This package is different from the other packages in this repository in that it doesn't provide a model with weights, but rather a utility for constructing a KNN model using activations from another model or any other tensors you can associate with a class/label.

You can see example code here.

Usage example

via Script Tag


  
    
    
    
    
    
    
 

  
    <img src="/images/class0.jpg" id="class0">
    <img src="/images/class1.jpg" id="class1">
    <img src="/images/test.jpg" id="test">

via NPM

const tf = require('@tensorflow/tfjs');
const mobilenetModule = require('@tensorflow-models/mobilenet');
const knnClassifier = require('@tensorflow-models/knn-classifier');

// Create the classifier.
const classifier = knnClassifier.create();

// Load mobilenet.
const mobilenet = await mobilenetModule.load();

// Add MobileNet activations to the model repeatedly for all classes.
const img0 = tf.browser.fromPixels(document.getElementById('class0'));
const logits0 = mobilenet.infer(img0, true);
classifier.addExample(logits0, 0);

const img1 = tf.browser.fromPixels(document.getElementById('class1'));
const logits1 = mobilenet.infer(img1, true);
classifier.addExample(logits1, 1);

// Make a prediction.
const x = tf.browser.fromPixels(document.getElementById('test'));
const xlogits = mobilenet.infer(x, true);
console.log('Predictions:');
console.log(classifier.predictClass(xlogits));

API

Creating a classifier

knnClassifier is the module name, which is automatically included when you use the

@tensorflow-models/knn-classifier development dependencies

@rollup/plugin-node-resolve @rollup/plugin-typescript @tensorflow/tfjs-backend-cpu @tensorflow/tfjs-core @types/jasmine babel-core babel-plugin-transform-runtime jasmine jasmine-core rimraf rollup rollup-plugin-uglify ts-node tslint typescript yalc

FAQs

What is @tensorflow-models/knn-classifier?

KNN Classifier for TensorFlow.js. Visit Snyk Advisor to see a full health score report for @tensorflow-models/knn-classifier, including popularity, security, maintenance & community analysis.

Is @tensorflow-models/knn-classifier popular?

The npm package @tensorflow-models/knn-classifier receives a total of 2,205 weekly downloads. As such, @tensorflow-models/knn-classifier popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is @tensorflow-models/knn-classifier well maintained?

We found indications that @tensorflow-models/knn-classifier maintenance is sustainable demonstrating some project activity. We saw a total of 100 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is @tensorflow-models/knn-classifier safe to use?

The npm package @tensorflow-models/knn-classifier 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 15 November-2024, at 04:30 (UTC).

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@tensorflow-models/knn-classifier

KNN Classifier for TensorFlow.js For more information about how to use this package see README

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Security

Security and license risk for significant versions

Is your project affected by vulnerabilities?

Popularity

Weekly Downloads (2,205)

Direct Usage Popularity

Community

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Maintenance

Commit Frequency

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Package

Not sure how to use @tensorflow-models/knn-classifier?

KNN Classifier

Usage example

via Script Tag

via NPM

API

Creating a classifier

@tensorflow-models/knn-classifier development dependencies

FAQs

What is @tensorflow-models/knn-classifier?

Is @tensorflow-models/knn-classifier popular?

Is @tensorflow-models/knn-classifier well maintained?

Is @tensorflow-models/knn-classifier 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

Security and license risk for significant versions

Is your project affected by vulnerabilities?

Weekly Downloads (2,205)

Direct Usage Popularity

Embed Package Health Score Badge

Commit Frequency

Keep your project healthy

Check your package.json

Snyk Vulnerability Scanner

Not sure how to use @tensorflow-models/knn-classifier?

KNN Classifier

Usage example

via Script Tag

via NPM

API

Creating a classifier

@tensorflow-models/knn-classifier development dependencies

FAQs

What is @tensorflow-models/knn-classifier?

Is @tensorflow-models/knn-classifier popular?

Is @tensorflow-models/knn-classifier well maintained?

Is @tensorflow-models/knn-classifier 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

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