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A framework for quantum machine learning in high energy physics

Project description

Quple

A framework for quantum machine learning using the google Cirq and tensorflow quantum library

Documentation can be found here.

Installing the package

To install quple, simply do

pip install quple

Colab Notebook Tutorials

Tutorial-01 Quantum Circuit

  • Open In Colab

Tutorial-02 Parameterised Quantum Circuit (PQC)

  • Open In Colab

Tutorial-03 Interaction Graphs

  • Open In Colab

Tutorial-04 Encoding Function

  • Open In Colab

Tutorial-05 Encoding Circuit

  • Open In Colab

Tutorial-06 Variational Circuit

  • Open In Colab

Tutorial-07 Circuit Descriptors

  • Open In Colab

Tutorial-08 Variational Quantum Classifier

  • Open In Colab

Project details


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