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Monthly Archives: November 2014

Notes on Perceptron. Part 2: PLA Visualization.

Couple of 2d visualizations for Perceptron Learning Algorithm (PLA) are showing the behavior of plain vanilla PLA.

Artificial Linearly Separable Test Data in Python

Generating artificial test data for Machine Learning (ML) algorithms is an important step in their development. This post discusses generation and plotting of linearly separable test data for binary classifiers like Perceptron.

Notes on Perceptron. Part 1: The Perceptron Learning Algorithm.

The Perceptron Learning Algorithm (PLA) is one of the simplest Machine Learning (ML) algorithms. This post goes through an elementary example to illustrate how PLA works.