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Topology classification

The repository contains сode for ML and DL used in paper - TBA.

Content:

  • notebooks - contains scripts (jupyter notebooks) for training and testing algoritms
  • utils - contains defenition of DL models and useful functions for data processing

demo image

Instalation

Linux (preferred)

  1. Install poetry

  2. Install deps:

poetry install

MacOS (arm)

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements_mac_arm.txt

Dataset

The dataset should be in the root of the repository in the ./data folder

Run notebooks:

On Linux:

poetry run jupyter-notebook notebooks

On MacOS:

jupyter-notebook notebooks

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Code for paper

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