Waheeda Saib

QML for Quantum chemistry

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# Description The project is concerned with integrating quantum machine learning with quantum simulation to develop new models applicable to the quantum chemistry domain. The First phase of the project...

Clustering Malaria drugs images using Max-cut algorithm

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# Abstract Q-means is an unsupervised machine learning approach that is the quantum version of of the K-means clustering algorithm. The proposed q-means offers an exponential speedup in the number...

Quantum image dataset loading

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# Description This project converts given image dataset to quantum processable data(qubits) by utilizing PCA for dimensionality reduction and initial states for generating qubits. It can analyze the number of...

Quantum speed up of a Q-means algorithm for unsupervised machine learning

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# Abstract This project implements the NeurIPS 2019 paper: q-means: A quantum algorithm for unsupervised machine learning https://papers.nips.cc/paper/8667-q-means-a-quantum-algorithm-for-unsupervised-machine-learning.pdf # Members - @githubhandle - @githubhandle - Slack: `@slackhandle` email: `[email protected]` -...