An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data

Navneet Singh; Shiva Raj Pokhrel

An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data

Machine Learning 2024-05-17 v1 Artificial Intelligence

Authors: Navneet Singh , Shiva Raj Pokhrel

Abstract

In this paper, we explore the power of Quantum Machine Learning as we extend, implement and evaluate algorithms like Quantum Support Vector Classifier (QSVC), Pegasos-QSVC, Variational Quantum Circuits (VQC), and Quantum Neural Networks (QNN) in Qiskit with diverse feature mapping techniques for genomic sequence classification.

Keywords

quantum computing

Cite

@article{arxiv.2405.09781,
  title  = {An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data},
  author = {Navneet Singh and Shiva Raj Pokhrel},
  journal= {arXiv preprint arXiv:2405.09781},
  year   = {2024}
}

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