https://github.com/alexixrugis/perceptronvisualization

Visualization of training and operation of a perceptron written from scratch in numpy
https://github.com/alexixrugis/perceptronvisualization

ai machine-learning numpy python

Last synced: 4 months ago
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Visualization of training and operation of a perceptron written from scratch in numpy

• Host: GitHub
• URL: https://github.com/alexixrugis/perceptronvisualization
• Owner: AlexixRugis
• License: mit
• Created: 2024-06-27T17:38:30.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-07-17T04:45:39.000Z (almost 2 years ago)
• Last Synced: 2025-08-28T10:48:15.018Z (10 months ago)
• Topics: ai, machine-learning, numpy, python
• Language: Python
• Homepage:
• Size: 26.4 KB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Perceptron Visualization

Visualization of training and operation of a perceptron written from scratch in numpy

![trained perceptron with one hidden layer](images/image.png)

## How to run

1. Install dependencies (PyGame)

```

pip install -r requirements.txt

```

2. Run application

```

python ./main.py

```