# tensorflow/tfjs-examples

Examples built with TensorFlow.js

Repository: https://github.com/tensorflow/tfjs-examples
Canonical: https://ross.abutalabs.com/products/tfjs-examples
Homepage: https://js.tensorflow.org/
Language: JavaScript
License: Apache-2.0
License Family: permissive
Last push: 2026-06-22T13:59:01+00:00

## Health v2 (maintenance only)
Score: 72/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 88, release rhythm 35, longevity 100
- inputs: {"age_days": 3103, "days_push": 72, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 6783, forks 2329 (observed 2026-08-28T04:09:48.578658+00:00)

## What it is
A collection of standalone example projects implemented with TensorFlow.js, covering tasks like regression, sequence-to-sequence, reinforcement learning, and computer vision. Each example runs in the browser or Node.js and can be copied into other projects as a starting point.

## Use cases
- learn machine learning in javascript
- run neural networks in the browser
- tensorflow.js example code for training models
- reinforcement learning demo in browser
- train a model in node.js with tensorflow.js
- webcam image classification with javascript
- sequence to sequence rnn example

## When to choose
- you are learning TensorFlow.js and want runnable, end-to-end code
- you need a starting template for browser or Node.js ML projects
- you want to see how to save/load models or use web workers with TF.js

## When to avoid
- you need a production ML library rather than example code
- you are working in Python with TensorFlow or Keras
- you need pre-trained models rather than training examples

## Facets
- artifact type: learning-resource
- maturity: active
- function: machine-learning, deep-learning, data-visualization
- domain: machine-learning, deep-learning, web-development, tutorials
- platform: browser
- tags: tensorflowjs, examples, demos, neural-networks, browser-ml, reinforcement-learning, computer-vision, rnn, lstm, nodejs, javascript

## Member repositories
- tensorflow/tfjs-examples (main) score 72

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:48.578658+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:42:21.884713+00:00, confidence not recorded.
  - readme: https://github.com/tensorflow/tfjs-examples (fetched 2026-08-28T04:09:48.578658+00:00, sha f6f4661a5d78)
  - homepage: https://js.tensorflow.org/ (fetched 2026-08-29T08:38:47.424534+00:00, sha ff013fdcc87d)
  - site_page: https://www.tensorflow.org/about/bib (fetched 2026-08-29T08:38:47.442913+00:00, sha 5ca8943386b9)
  - site_page: https://www.tensorflow.org/install (fetched 2026-08-29T08:38:47.428003+00:00, sha 584a762da891)
  - site_page: https://www.tensorflow.org/tfx/api_docs (fetched 2026-08-29T08:38:47.432243+00:00, sha 6977825696fe)
  - site_page: https://www.tensorflow.org/about (fetched 2026-08-29T08:38:47.437289+00:00, sha 817250744d91)
  - site_page: https://www.tensorflow.org/about/case-studies (fetched 2026-08-29T08:38:47.440097+00:00, sha e6701029eec0)
  - site_page: https://www.tensorflow.org/community/contribute (fetched 2026-08-29T08:38:47.434175+00:00, sha 77d394fa76e7)
- Data as of 2026-08-30T08:39:29.467469+00:00.