This repository contains the code for the paper 'Classical Data in Quantum Machine Learning Algorithms: Amplitude encoding and the Relation between Entropy and Linguistic Ambiguity'. This repository ...

The Quantum Text Encoding project combines classical machine learning and quantum computing concepts to ... dimensionality reduction for compatibility with quantum systems, and amplitude encoding to ...

In Quantum Machine Learning, quantum state preparation is paramount to attain a functional pipeline in a model. One state preparation method, amplitude encoding, allows a dataset to be mapped or ...

Abstract: This paper proposes a quantum machine learning (QML) algorithm with compact amplitude encoding technique for future complex modulations. We develop a quantum algorithm that leverages the ...