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Quantum-inspired Machine Learning

Available methods

  • Quantum-inspired Canonical Correlation Analysis (qiCCA)
  • Quantum-inspired Singular Value Decomposition (qiSVD)

Citation

If you use qiCCA in your published work, please cite the following preprint :
Koide-Majima, N., Majima, K. (2019).
“Quantum-inspired canonical correlation analysis for exponentially large dimensional data”

Requirements

  • python 3
  • numpy, scipy, matplotlib

Demo

To run qiSVD and qiCCA, see demo.py or demo.ipynb.

Further reading:

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