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Amon20044 / Quantum-Bayes-classifiers-and-their-application-in-image-classification

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implementing Quantum Bayes Classifiers (QBCs) for image classification tasks using MNIST and Fashion-MNIST datasets, based on the research by Ming-Ming Wang and Xiao-Ying Zhang. The project includes Naïve QBC, SPODE-QBC, TAN-QBC, and Symmetric-QBC, simulated on MindQuantum.

qml quantum scikit-learn gaussian quantum-computing naive-bayes-classifier classification bayesian bayesian-inference computing quantum-machine-learning tan mindspore research-reproduction mindquantum spode
  • Updated Nov 21, 2025
  • Python

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