TensorFlowLesson 22Free preview

TFJS Visor

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Summary

Tfjs-vis is the official library for visualizing data and training processes in browsers. The tf.visor() function opens a visualization panel containing a surface that can display scatterplots, loss graphics, and others. Visualisation helps us explore data and monitor whether models converge. (TensorFlow.js)

Key points

Tfjs-vis is installed as @tensorflow/tfjs-vis.
Tf.visor() opens the visualization panel in the browser.
Surface is the panel area for one type of visualization.
Graphics of loss during training help detect overfitting.
It's very useful for data exploration and model debugging.

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