#106 — XOR Problem with TensorFlow.js
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In this coding challenge, I visualize the outputs of a neural network solving XOR using TensorFlow.js.
Webpage with reference materials and documentation about TensorFow.js
ml5 page with documentation and supporting material.
Article about the Adam optimizer, an algorithm for first-order gradient-based optimization of stochastic objective functions.
My video series on intelligence and learning with tensorflow.js
In this coding challenge, I use my Toy Neural Networks library to solve the XOR problem.
In this video, I cover anonymous functions with the arrow syntax in ES6 JavaScript.
In this video, I cover the TensorFlow.js Layers API ("tf.layers").
This video covers the ES8 "async" and "await" keywords for writing asynchronous functions in JavaScript.