EVOlutionary algorithms toolbox for VAriational Quantum circuits
Project description
EVOVAQ
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EVOlutionary algorithms-based toolbox for VAriational Quantum circuits (EVOVAQ) is a novel evolutionary framework designed to easily train variational quantum circuits through evolutionary techniques, and to have a simple interface between these algorithms and quantum libraries, such as Qiskit.
Optimizers in EVOVAQ:
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Genetic Algorithm
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Differential Evolution
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Memetic Algorithm
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Big Bang Big Crunch
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Particle Swarm Optimization
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CHC Algorithm
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Hill Climbing
Installation
You can install EVOVAQ via pip
:
pip install evovaq
Pip will handle all dependencies automatically and you will always install the latest version.
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