In this coding challenge, I visualize the outputs of a neural network solving XOR using TensorFlow.js.
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#187 — Bayesian Text Classification
In this coding challenge, I struggle my way through implementing a Naive Bayes text classifier in JavaScript using p5.js. I explain Bayes' theorem, demonstrate word frequency analysis, implement Laplacian smoothing, and build a working sentiment classifier that runs entirely in the browser.
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In this challenge, I expand the linear example into polynomial regression!
In this challenge, I use the TensorFlow.js library to create an interactive demonstration of linear regression (with stochastic gradient descent!)
