Paper ID: 2405.09781

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

Navneet Singh, Shiva Raj Pokhrel

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.

Submitted: May 16, 2024