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Code to accompany the manuscript "Good generalization with overparameterized quantum machine learning models via benign overfitting" (Peters and Schuld, 2022)

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This repository contains code to accompany the publication

Evan Peters and Maria Schuld. “Generalization despite overfitting in quantum machine learning models”. arXiv:2209.05523 [quant-ph] (Sep. 2022).

Each notebook reproduces a figure from the above manuscript. Interested readers should refer to the article to learn more.

Instructions

Using this repo requires a local instalation of a python package

  cd qml-bo
  python3 -m pip install -e --user .

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Code to accompany the manuscript "Good generalization with overparameterized quantum machine learning models via benign overfitting" (Peters and Schuld, 2022)

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