variational-quantum-classifier

There are 5 repositories under variational-quantum-classifier topic.

  • maximer-v/quantum-machine-learning

    This is an exploration using synthetic data in CSV format to apply QML models for the sake of binary classification. You can find here three different approaches. Two with Qiskit (VQC and QK/SVC) and one with Pennylane (QVC).

    Language:Jupyter Notebook22217

  • adelshb/Quantum-Machine-Learning-for-Titanic-on-IBM-Q

    Predict survival on the Titanic on a Quantum Computer

    Language:Jupyter Notebook6019

  • praveenb7/Variational-Quantum-Classifier

    Classifying digits 4 and 9 using Variational Quantum Classifier(VQC) algorithm.

    Language:Jupyter Notebook4110

  • AsithaIndrajith/dr-hqcl

    In medical applications with limited training data, traditional self-supervised deep learning struggles for accuracy. This study combines self-supervised learning with Variational Quantum Classifiers (VQC) and Principal Component Analysis (PCA) for dimensionality reduction.

    Language:Jupyter Notebook2103

  • AsithaIndrajith/q-sup-con

    Q-SupCon integrates quantum principles into supervised contrastive learning, enhancing feature learning with minimal labeled data for efficient image classification, especially in medical applications.

    Language:Jupyter Notebook2100