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ECG Classification with Quantum ML

This repository contains exploratory notebooks for ECG classification using the PTB-XL dataset.

Contents

  • PTB_qml.ipynb — baseline preprocessing and QML workflow
  • PTB_ecq_qml.ipynb — PTB-XL ECG classification pipeline with dimensionality reduction and quantum ML exploration

Focus

  • ECG signal classification
  • Classical ML baselines
  • Feature compression / dimensionality reduction
  • Quantum machine learning experiments

Dataset

PTB-XL ECG dataset

Status

Hackathon / exploratory project. This repository currently contains notebook-based experiments and will be cleaned up further over time.

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ECG classification using classical and quantum machine learning on the PTB-XL dataset.

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