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Simple Neural Network Implementation

Description

This repository contains Python classes for implementing a simple neural network. The implementation follows the concepts outlined in the book "Grokking Deep Learning".

What you need to know about this project

  • Neural network architecture implemented using Python classes
  • Inspired by the teachings from "Grokking Deep Learning"

Available optimizers:

  • SGD
  • RMSProp
  • Adam

This project serves as a learning resource for those interested in understanding the fundamentals of neural networks and their implementation in Python. It provides a hands-on approach to building and training neural networks, making it accessible to beginners in the field of deep learning.

Feel free to explore the code!

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