benjimaclellan / foqal

Differentiable model selection for quantum theory

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foqal

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Differentiable model selection toolbox for generalized probability theories and quantum causal discovery.

Features

  • Toolbox for differentiable models and gradient-based optimization
  • Model selection for generalized probabilistic theories [1], [2].
  • Model selection for quantum and classical causal models for Bell experiments [3].

Installation

Install dependencies using pip install -r requirements.txt. See the tutorials folder for examples of initializing the model, fitting it to simulated/experimental data, and analyzing the results.

About

Differentiable model selection for quantum theory

License:Apache License 2.0


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Language:Jupyter Notebook 75.2%Language:Python 24.8%