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Quantum Gaussian Mixture Models - Community Bonding Period
Quantum Gaussian Mixture Models - Community Bonding Period
In this summer, I will research and develop 'Quantum Gaussian Mixture Models(QGMM)' with my mentor Sumedh Ghaisas. The Quantum Gaussian Mixture Models is a extension of Gaussian Mixture Models(GMM). To be more specific, the wave function in quantum physics is applied to QGMM for more precise estimations.
- Note
- You can refer to the original paper https://arxiv.org/pdf/1612.09199.pdf
During the Community Bonding Period, there were some discussions with the mentor to double-check the objective of this research is and how the research is carried out. First of all, I will check the 3D probability space to visualize and check the interference phenomena of QGMM using matplotlib in Python. From the research, I think the features of QGMM can be figured out by comparing the classical GMM.
Thanks for reading :)
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