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32 files
26 documented · 18%
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README
Apress Source Code
This repository accompanies Quantum Machine Learning with Python by Santanu Pattanayak (Apress, 2021).
Download the files as a zip using the green button, or clone the repository to your machine using Git.
Releases
Release v1.0 corresponds to the code in the published book, without corrections or updates.
Contributions
See the file Contributing.md for more information on how you can contribute to this repository.
Core symbols most depended-on inside this repo
measurecalled by 24
Chapter_5/listing5_1/QuantumPhaseEstimation.py
run
called by 16
Chapter_6/listing6_1/QCNN.py
simulate
called by 6
Chapter_5/listing5_1/HHL.py
run
called by 5
Chapter_5/listing5_4/QuantumKmeans.py
euclid_gcd
called by 5
Chapter_4/listing4_3/period_finding.py
plot
called by 4
Chapter_5/listing5_4/QuantumKmeans.py
qft_circuit
called by 4
Chapter_4/listing4_1/quantum_fourier_transform.py
circuit
called by 2
Chapter_5/listing5_1/QuantumPhaseEstimation.py
Shape
Languages
Python100%
Modules by API surface
Chapter_6/listing6_2/tfq_mnist.py12 symbols
Chapter_6/listing6_1/QCNN.py12 symbols
Chapter_5/listing5_1/QuantumPhaseEstimation.py11 symbols
Chapter_7/listing7_3/QAOA.py10 symbols
Chapter_5/listing5_4/QuantumKmeans.py9 symbols
Chapter_4/listing4_3/period_finding.py9 symbols
Chapter_4/listing4_1/quantum_fourier_transform.py7 symbols
Chapter_7/listing7_4/quantum_random_walk.py6 symbols
Chapter_7/listing7_2/Max_cut_clustering.py6 symbols
Chapter_5/listing5_5/qsvm_new.py6 symbols
Chapter_5/listing5_1/EigenValueInversion.py6 symbols
Chapter_5/listing5_1/EigenRotation.py6 symbols
For agents
$ claude mcp add quantum-machine-learning-python \
-- python -m otcore.mcp_server <graph>