https://github.com/kgourgou/linear-perceptron

An IPython notebook with an implementation of the linear perceptron algorithm.
https://github.com/kgourgou/linear-perceptron

algorithm machine-learning tutorial

Last synced: 3 months ago
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An IPython notebook with an implementation of the linear perceptron algorithm.

• Host: GitHub
• URL: https://github.com/kgourgou/linear-perceptron
• Owner: kgourgou
• License: mit
• Created: 2014-12-18T18:28:39.000Z (almost 11 years ago)
• Default Branch: master
• Last Pushed: 2017-04-21T02:26:32.000Z (over 8 years ago)
• Last Synced: 2025-04-24T03:33:09.336Z (6 months ago)
• Topics: algorithm, machine-learning, tutorial
• Language: Jupyter Notebook
• Homepage:
• Size: 475 KB
• Stars: 3
• Watchers: 1
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Playing around with the (linear) Perceptron algorithm 

The linear [perceptron](http://en.wikipedia.org/wiki/Perceptron#Learning_algorithm) is one of the most basic ideas in machine learning and can be used for classification of data points according to different features.

This IPython notebook includes an implementation of this algorithm.

It's fun and perfect for hacking around.

Reference : [Learning From Data](https://work.caltech.edu/telecourse.html)