https://github.com/pvigier/linear-classifiers

Demo for the part 2 of the tutorial on pychain
https://github.com/pvigier/linear-classifiers

classifier frontier visualization

Last synced: 8 months ago
JSON representation

Demo for the part 2 of the tutorial on pychain

• Host: GitHub
• URL: https://github.com/pvigier/linear-classifiers
• Owner: pvigier
• Created: 2017-07-25T17:30:28.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2018-04-27T21:32:27.000Z (about 8 years ago)
• Last Synced: 2025-02-23T09:17:20.460Z (over 1 year ago)
• Topics: classifier, frontier, visualization
• Language: Python
• Homepage:
• Size: 1.95 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# linear-classifiers

A demo shown in the [part 2](https://pvigier.github.io/2017/08/13/pychain-part2-mnist.html) of my tutorial on pychain.

The file frontier.py allows to visualize the frontier of binary and multiclass linear classifiers.

Binary             |  Multiclass

:-------------------------:|:-------------------------:

![Frontier of a binary linear classifier](https://pvigier.github.io/media/img/part2/binary_classifier.png) | ![Frontiers of a multiclass linear classifier](https://pvigier.github.io/media/img/part2/multiclass_classifier.png)