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Clustering Malaria drugs images using Max-cut algorithm #38

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waheeda-saib opened this issue Dec 12, 2019 · 17 comments
Open

Clustering Malaria drugs images using Max-cut algorithm #38

waheeda-saib opened this issue Dec 12, 2019 · 17 comments
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@OmondiKevin @ttunduny @wswapped @fifimatu @willie84 @fthiongo @waheeda-saib
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@waheeda-saib
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waheeda-saib commented Dec 12, 2019 •
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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 of points of the dataset as compared to the classical k-means algorithm. This method will applied to a malaria drug dataset to explore drug similarity

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An aqua module and paper

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@Nqubehm
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Nqubehm commented Dec 12, 2019

I am interested in this.

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@leesong187
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I am interested in this.

@leesong187
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@qcamp

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@willie84
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@qcamp

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@waheeda-saib waheeda-saib changed the title Q-means : A quantum algorithm for unsupervised machine learning Q-means : A quantum algorithm for unsupervised machine learning based on Bernstein–Vazirani algorithm Dec 12, 2019
@1ucian0 1ucian0 added the group ready The group is ready to start working label Dec 12, 2019
@waheeda-saib
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look at how the dot product is implemented in qsvm
https://github.com/Qiskit/qiskit-aqua/tree/master/qiskit/aqua/algorithms/classical/svm

@fifimatu
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https://arxiv.org/pdf/1703.10793.pdf

@waheeda-saib
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Dummy data to use: https://drive.google.com/drive/folders/1lgaHcpwIvBGSKa3IZsikKdx99Yx-I7A7

@1ucian0 1ucian0 added the from Coach This is an idea from a coach label Dec 12, 2019
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1ucian0 commented Dec 12, 2019

@waheeda-saib , I sent you an invitation to the coaches team. Please, join that team so our bot knows that you are not a participant but a coach! Thanks!

@waheeda-saib waheeda-saib removed their assignment Dec 12, 2019
@fifimatu
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Bernstein Vazirani Qiskit link: https://community.qiskit.org/textbook/ch-algorithms/bernstein-vazirani.html
Bernstein Vazirani Video: https://www.youtube.com/watch?v=sqJIpHYl7oo

@qcamp qcamp mentioned this issue Dec 12, 2019
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@leesong187 leesong187 removed their assignment Dec 12, 2019
@ttunduny
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@wswapped
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@OmondiKevin
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@wswapped
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Here is the repository with the code

@fifimatu fifimatu changed the title Q-means : A quantum algorithm for unsupervised machine learning based on Bernstein–Vazirani algorithm Clustering Malaria drugs images using Max-cut algorithm Dec 13, 2019
@fthiongo
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@qcamp qcamp added the group is full No more members are allowed in this group! label Dec 13, 2019
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qcamp commented Dec 13, 2019

Hi @fthiongo! I could not add you to this group because it is full.

@OmondiKevin
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OmondiKevin commented Dec 13, 2019 •
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Clustering Malaria Drugs using Max-Cut Algorithm.pptx

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@ttunduny ttunduny

@wswapped wswapped

@fifimatu fifimatu

@willie84 willie84

@fthiongo fthiongo

@waheeda-saib waheeda-saib

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