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Quantum Machine Learning Initiative

Skoltech's Quantum Machine Learning Initiative

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  1. dnnquantumtomography dnnquantumtomography Public archive

    Neural Networks for Quantum Detector Tomography

    Python 11 3

  2. learning-phases learning-phases Public archive

    Source code for the calculations behind the paper "Machine learning phase transitions with a quantum processor" (arXiv:1906.10155).

    Jupyter Notebook 7 1

  3. Variationally_learning_grover Variationally_learning_grover Public archive

    Code to recreate plots of Variationally Learning Grover's Quantum Search Algorithm ( arXiv:1805.09337 )

    Python 4 2

  4. Deep-Learning---Information-theory Deep-Learning---Information-theory Public archive

    Python 3

  5. MLPrague2019 MLPrague2019 Public archive

    Jupyter Notebook 3 1

  6. TomographyNN TomographyNN Public archive

    Neural Net optimization for Quantum Tomography reconstruction

    Python 1

Repositories

Showing 10 of 18 repositories
  • Russian-English-PhD-LateX Public archive Forked from AndreyAkinshin/Russian-Phd-LaTeX-Dissertation-Template

    LaTeX-template for English-language PhD thesis compliant with Russian GOST

    Quantum-Machine-Learning-Initiative/Russian-English-PhD-LateX’s past year of commit activity
    TeX 1 CC-BY-4.0 675 0 0 Updated Jun 16, 2022
  • learning-phases Public archive

    Source code for the calculations behind the paper "Machine learning phase transitions with a quantum processor" (arXiv:1906.10155).

    Quantum-Machine-Learning-Initiative/learning-phases’s past year of commit activity
    Jupyter Notebook 7 GPL-3.0 1 0 0 Updated Aug 11, 2020
  • MInimization_GOAT Public archive
    Quantum-Machine-Learning-Initiative/MInimization_GOAT’s past year of commit activity
    Python 0 1 0 0 Updated Jan 31, 2020
  • Entanglement-QS Public archive
    Quantum-Machine-Learning-Initiative/Entanglement-QS’s past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Aug 5, 2019
  • dnnquantumtomography Public archive

    Neural Networks for Quantum Detector Tomography

    Quantum-Machine-Learning-Initiative/dnnquantumtomography’s past year of commit activity
    Python 11 3 0 0 Updated May 3, 2019
  • MLPrague2019 Public archive
    Quantum-Machine-Learning-Initiative/MLPrague2019’s past year of commit activity
    Jupyter Notebook 3 1 0 1 Updated Apr 24, 2019
  • ZX_clauses Public archive Forked from aleksey-uvarov/ZX_clauses

    Exploring the properties of a Hamiltonian with two SAT imstances in it

    Quantum-Machine-Learning-Initiative/ZX_clauses’s past year of commit activity
    Python 0 GPL-3.0 1 0 0 Updated Feb 8, 2019
  • TomographyNN Public archive

    Neural Net optimization for Quantum Tomography reconstruction

    Quantum-Machine-Learning-Initiative/TomographyNN’s past year of commit activity
    Python 1 0 0 0 Updated Dec 11, 2018
  • Variationally_learning_grover Public archive

    Code to recreate plots of Variationally Learning Grover's Quantum Search Algorithm ( arXiv:1805.09337 )

    Quantum-Machine-Learning-Initiative/Variationally_learning_grover’s past year of commit activity
    Python 4 2 0 0 Updated Nov 23, 2018
  • Deep-Learning-Super-Diffusion-in-Multiplex-Networks Public archive

    Repository of the code used in "Deep Learning Super-Diffusion in Multiplex Networks" paper

    Quantum-Machine-Learning-Initiative/Deep-Learning-Super-Diffusion-in-Multiplex-Networks’s past year of commit activity
    Jupyter Notebook 0 GPL-3.0 1 0 0 Updated Nov 7, 2018
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