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Toy-Neural-Network-Py

Mar, 2019 — Jun, 2021

Neural Network Python library for experimenting with Machine Learning.

Based on the amazing work done by Daniel Shiffman at TheCodingTrain, I built my own Neural Network library in Python. I used Chapter 10: Neural Networks of his Nature of Code book as a reference.

Building this library was a very valuable learning experience. It’s helped me grasp the underlying principles of these models, from basic neuron structures to more complex algorithms like backpropagation.

Skills developed:

  • Machine Learning
  • Neural Networks
  • Matrix calculations
  • Overheating hardware

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053b578 @ 2024-10-13