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    2017-8-16 · Neural Network from Scratch: Perceptron Linear Classifier. 14 minute read. Python Code: Neural Network from Scratch The single-layer Perceptron is the simplest of the artificial neural networks (ANNs). It was developed by American psychologist Frank Rosenblatt in the 1950s.. Like Logistic Regression, the Perceptron is a linear classifier used for binary predictions.

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    2021-5-18 · The simplest machine learning algorithm: a linear classifier. We've introduced the notion of an algorithm which which makes a series of empirical observations about something and uses those observations to make a decision about something. Now we will now make our first predictive model, a simple linear classifier. A linear classifier is defined ...

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