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Topological-features-of-ANN

The task of my thesis is to research topological properties of fully connected neural networks in classification tasks on classic datasets like MNIST and CIFAR-10. Here you can find the full text of this paper.

This repository contains both initial constructing of a weighted graph from a neuron network in .ipynb as a first step in the work and final realizations of essential methods in .py

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