https://github.com/iulianoroberto/pythonneuralnets

Basic neural network in Python.
https://github.com/iulianoroberto/pythonneuralnets

autoencoder deep-learning ffnn ids machine-learning neural-network python python-neural-networks

Last synced: 2 months ago
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Basic neural network in Python.

• Host: GitHub
• URL: https://github.com/iulianoroberto/pythonneuralnets
• Owner: iulianoroberto
• Created: 2023-06-22T10:41:30.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-12-01T21:59:16.000Z (over 1 year ago)
• Last Synced: 2025-01-24T12:12:27.027Z (4 months ago)
• Topics: autoencoder, deep-learning, ffnn, ids, machine-learning, neural-network, python, python-neural-networks
• Language: Python
• Homepage:
• Size: 4.57 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Neural network in Python

 These are two simple models of autoencoders and FFNN. The data provided (derived from

CIC-IDS2017) can be used to train and test models for intrusion detection purposes.

## Previews

 The following images shows a small preview of the obtainable graphs:

 ![alt text](https://github.com/robertoiuliano98/PythonNeuralNets/blob/main/Preview/AER_SCAMBIO_G_TO_R.png)

 ![alt text](https://github.com/robertoiuliano98/PythonNeuralNets/blob/main/Preview/AE_SCAMBIO_G_TO_R.png)