qiskit-camp-africa-19

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COBRA: commutator algebra for efficient excited state calculation

7

# Abstract Computing the excited states of molecules is essential to the understanding of photochemical reactions and in turn to the design of new materials for e.g. solar cells. Last...

paulineollitrault

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...

waheeda-saib

Understanding the error correction function

11

# Abstract Qiskit Ignis includes a simple example of quantum error correction, which can be used to benchmark near-term devices. There are things that could be improved, so let's do...

quantumjim

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]` -...

waheeda-saib

Implementing and Generalizing the Quantum Natural Gradient optimizer.

7

# Abstract An interesting optimizer has been proposed recently by Stokes et al which shows promise for use in VQE. Let’s implement it and test how well it works with...

BryceFuller

An OpenPulse Mock Backend for Spin-based Qubits

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# Abstract OpenPulse has no mock backend to test spin based quantum hardware. # Description Allow Qiskit to compile to a native gate set and decompose the gates to native...

nbronn