Oliver K. Ernst, Ph.D.
Coding & AI — oliver-ernst.com
Artistic visualization of neural network outputs with random weights (2D inputs, scalar output). Credit: Author. To reproduce this visualization, see Wolfram docs.

Those columns kind of look like a matrix, don’t they? Sort of? Not really. Pretty cool anyways. Image credit: author (Oliver K. Ernst). All rights reserved.

This article is about compiling all those TensorFlow manuals into one page. Image from Unsplash by Patrick Tomasso.
TensorFlow v2.5.0.

Numpy mappings to TensorFlow

  • Keep in mind for all operations: in TensorFlow, the first axis is the…
Noise, noise everywhere. Image by alexey.shikov (License: CC0 1.0)
  • You’re taking data from an infrared sensor or some other displacement sensor, and want to compute velocity and acceleration.
  • You’re tracking the price of your…

Oliver K. Ernst, Ph.D.

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