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qk

Projected Quantum Kernel: an implementation using qiskit

https://github.com/fdamore/qk

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (1.1%) to scientific vocabulary

Keywords

kernel-methods quantum-computing quantum-machine-learning
Last synced: 4 months ago · JSON representation ·

Repository

Projected Quantum Kernel: an implementation using qiskit

Basic Info
  • Host: GitHub
  • Owner: fdamore
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 12.1 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
kernel-methods quantum-computing quantum-machine-learning
Created over 1 year ago · Last pushed 4 months ago
Metadata Files
Readme License Citation

README.md

INFO ABOUT QK

Owner

  • Name: Francesco DAmore
  • Login: fdamore
  • Kind: user
  • Location: Rende - Cosenza
  • Company: CNR

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "D'Amore"
  given-names: "Francesco"
  orcid: "https://orcid.org/0000-0001-5176-5706"
- family-names: "Mariani"
  given-names: "Luca"
  orcid: "https://orcid.org/0000-0002-5836-2958"
- family-names: "Mastroianni"
  given-names: "Carlo"
  orcid: "https://orcid.org/0000-0001-6269-4931"
- family-names: "Settino"
  given-names: "Jacopo"
  orcid: "https://orcid.org/0000-0000-0000-0000"
- family-names: "Vinci"
  given-names: "Andrea"
  orcid: "https://orcid.org/0000-0002-1011-1885"
title: "QK"
version: 1.0.0
#doi: 10.5281/zenodo.1234
date-released: 2025-01-15
url: "https://github.com/fdamore/QK"

GitHub Events

Total
  • Push event: 9
  • Public event: 1
Last Year
  • Push event: 9
  • Public event: 1

Dependencies

requirements.txt pypi
  • PyJWT ==2.8.0
  • Pygments ==2.17.2
  • annotated-types ==0.6.0
  • asttokens ==2.4.1
  • certifi ==2024.2.2
  • cffi ==1.16.0
  • charset-normalizer ==3.3.2
  • comm ==0.2.2
  • contourpy ==1.2.1
  • cryptography ==42.0.5
  • cycler ==0.12.1
  • debugpy ==1.8.1
  • decorator ==5.1.1
  • dill ==0.3.8
  • executing ==2.0.1
  • fastdtw ==0.3.4
  • fonttools ==4.51.0
  • ibm-cloud-sdk-core ==3.19.2
  • ibm-platform-services ==0.53.2
  • idna ==3.6
  • ipykernel ==6.29.4
  • ipython ==8.23.0
  • jedi ==0.19.1
  • joblib ==1.4.0
  • jupyter_client ==8.6.1
  • jupyter_core ==5.7.2
  • kiwisolver ==1.4.5
  • matplotlib ==3.8.4
  • matplotlib-inline ==0.1.6
  • mpmath ==1.3.0
  • nest-asyncio ==1.6.0
  • numpy ==1.26.4
  • packaging ==24.0
  • pandas ==2.2.1
  • parso ==0.8.4
  • pbr ==6.0.0
  • pexpect ==4.9.0
  • pillow ==10.3.0
  • platformdirs ==4.2.0
  • prompt-toolkit ==3.0.43
  • psutil ==5.9.8
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • pycparser ==2.22
  • pydantic ==2.6.4
  • pydantic_core ==2.16.3
  • pydot ==2.0.0
  • pylatexenc ==2.10
  • pyparsing ==3.1.2
  • pyspnego ==0.10.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • pyzmq ==25.1.2
  • qiskit-aer ==0.15.1
  • qiskit-algorithms ==0.3.0
  • qiskit-ibm-runtime ==0.22.0
  • qiskit-machine-learning ==0.7.2
  • requests ==2.31.0
  • requests-ntlm ==1.2.0
  • rustworkx ==0.14.2
  • scikit-learn ==1.4.2
  • scipy ==1.13.0
  • seaborn ==0.13.2
  • setuptools ==70.0.0
  • six ==1.16.0
  • stack-data ==0.6.3
  • stevedore ==5.2.0
  • symengine ==0.11.0
  • sympy ==1.12
  • threadpoolctl ==3.4.0
  • tornado ==6.4
  • traitlets ==5.14.2
  • typing_extensions ==4.11.0
  • tzdata ==2024.1
  • urllib3 ==2.2.1
  • wcwidth ==0.2.13
  • websocket-client ==1.7.0
requirements_gpu.txt pypi
  • PyJWT ==2.8.0
  • Pygments ==2.17.2
  • annotated-types ==0.6.0
  • asttokens ==2.4.1
  • certifi ==2024.2.2
  • cffi ==1.16.0
  • charset-normalizer ==3.3.2
  • comm ==0.2.2
  • contourpy ==1.2.1
  • cryptography ==42.0.5
  • cuquantum-cu12 ==24.8.0
  • custatevec-cu12 ==1.6.0.post1
  • cutensor-cu12 ==2.0.2
  • cutensornet-cu12 ==2.5.0
  • cycler ==0.12.1
  • debugpy ==1.8.1
  • decorator ==5.1.1
  • dill ==0.3.8
  • exceptiongroup ==1.2.1
  • executing ==2.0.1
  • fastdtw ==0.3.4
  • fonttools ==4.51.0
  • ibm-cloud-sdk-core ==3.19.2
  • ibm-platform-services ==0.53.2
  • idna ==3.6
  • ipykernel ==6.29.4
  • ipython ==8.23.0
  • jedi ==0.19.1
  • joblib ==1.4.0
  • jupyter_client ==8.6.1
  • jupyter_core ==5.7.2
  • kiwisolver ==1.4.5
  • matplotlib ==3.8.4
  • matplotlib-inline ==0.1.6
  • mpmath ==1.3.0
  • nest-asyncio ==1.6.0
  • numpy ==1.26.4
  • nvidia-cublas-cu12 ==12.6.3.3
  • nvidia-cuda-runtime-cu12 ==12.6.77
  • nvidia-cusolver-cu12 ==11.7.1.2
  • nvidia-cusparse-cu12 ==12.5.4.2
  • nvidia-nvjitlink-cu12 ==12.6.77
  • packaging ==24.0
  • pandas ==2.2.1
  • parso ==0.8.4
  • pbr ==6.0.0
  • pexpect ==4.9.0
  • pillow ==10.3.0
  • platformdirs ==4.2.0
  • prompt-toolkit ==3.0.43
  • psutil ==5.9.8
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • pycparser ==2.22
  • pydantic ==2.6.4
  • pydantic_core ==2.16.3
  • pydot ==2.0.0
  • pylatexenc ==2.10
  • pyparsing ==3.1.2
  • pyspnego ==0.10.2
  • python-dateutil ==2.9.0.post0
  • pytz ==2024.1
  • pyzmq ==25.1.2
  • qiskit ==1.2.4
  • qiskit-aer ==0.15.1
  • qiskit-aer-gpu ==0.15.1
  • qiskit-algorithms ==0.3.0
  • qiskit-ibm-runtime ==0.22.0
  • qiskit-machine-learning ==0.7.2
  • requests ==2.31.0
  • requests-ntlm ==1.2.0
  • rustworkx ==0.15.1
  • scikit-learn ==1.4.2
  • scipy ==1.13.0
  • seaborn ==0.13.2
  • six ==1.16.0
  • stack-data ==0.6.3
  • stevedore ==5.2.0
  • symengine ==0.11.0
  • sympy ==1.12
  • threadpoolctl ==3.4.0
  • tornado ==6.4
  • traitlets ==5.14.2
  • typing_extensions ==4.11.0
  • tzdata ==2024.1
  • urllib3 ==2.2.1
  • wcwidth ==0.2.13
  • websocket-client ==1.7.0