Tensorflow.js

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Don Jayamanne edited this page Aug 22, 2021 · 8 revisions

TensorFlow.js is a JavaScript Library for training and deploying machine learning models in the browser and in Node.js.

Features

Render plots/tables using the tfjs-vis API (from within node.js)

Notes:

Not all of the tfjs-vis is supported.
- E.g. embedding images into the tfjs-vis Visor is not yet supported.
Please file issues for missing/broken features.

Samples

Please download this notebook to get started. Notice how the plots and model summary is displayed in the notebook (this is something that currently works only when using Tensorflow.js in the browser).

https://github.com/DonJayamanne/typescript-notebook/blob/main/resources/docs/tensorflow/sample.nnb

Scatter Plot Model Summary Scatter Plot2