https://github.com/radinshahdaei/multi-layered-perceptron

Implementation of an MLP from scratch.
https://github.com/radinshahdaei/multi-layered-perceptron

jupyter-notebook python pytorch

Last synced: about 3 hours ago
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Implementation of an MLP from scratch.

• Host: GitHub
• URL: https://github.com/radinshahdaei/multi-layered-perceptron
• Owner: radinshahdaei
• Created: 2024-08-21T13:19:03.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2024-08-21T13:32:47.000Z (about 1 month ago)
• Last Synced: 2024-09-26T20:03:42.000Z (about 3 hours ago)
• Topics: jupyter-notebook, python, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 156 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Multi-Layered Perceptron

In this repository, you'll find a Jupyter Notebook in which I succesfully programmed a MLP from scratch by using PyTorch. This neural network accurately classifies the handwritten digits within the MNIST dataset. This mini-project was part of our practical assignments for the Artificial Intelligence course in University. Below there is an image of the correct predictions the model made:

![image](https://github.com/user-attachments/assets/601858d9-c3b6-4031-ab27-2212a77a4edf)