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GitHub / amacaluso / Quantum-Ensemble-for-Classification
This repository contains the code to reproduce the results in the paper Quantum Ensemble for Classification. All the quantum implementations use the IBM qiskit package.
Stars: 5
Forks: 1
Open Issues: 0
License: apache-2.0
Language: Jupyter Notebook
Repo Size: 6.77 MB
Dependencies:
201
Created: about 4 years ago
Updated: 4 months ago
Last pushed: 3 months ago
Last synced: 7 days ago
Topics: machine-learning-algorithms, quantum-computing, quantum-ensemble, quantum-machine-learning
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Dependencies
requirements.txt
pypi
- Brotli ==1.0.9
- Deprecated ==1.2.13
- Flask ==2.0.1
- Jinja2 ==3.0.1
- Keras-Preprocessing ==1.1.2
- Markdown ==3.3.4
- MarkupSafe ==2.0.1
- Pillow ==9.0.1
- PySocks ==1.7.1
- Pygments ==2.10.0
- QtPy ==1.11.1
- Quandl ==3.6.1
- Send2Trash ==1.8.0
- Werkzeug ==2.0.1
- absl-py ==0.14.0
- argcomplete ==1.12.3
- argon2-cffi ==21.1.0
- astunparse ==1.6.3
- attrs ==21.2.0
- backcall ==0.2.0
- backports.entry-points-selectable ==1.1.0
- bcj-cffi ==0.5.1
- bleach ==4.1.0
- cached-property ==1.5.2
- cachetools ==4.2.4
- certifi ==2021.5.30
- cffi ==1.14.6
- chardet ==4.0.0
- charset-normalizer ==2.0.5
- click ==8.0.1
- colorama ==0.4.4
- cplex ==20.1.0.1
- cryptography ==35.0.0
- cycler ==0.10.0
- debugpy ==1.4.3
- decorator ==4.4.2
- defusedxml ==0.7.1
- dill ==0.3.4
- dimod ==0.9.16
- distlib ==0.3.2
- dlx ==1.0.4
- docplex ==2.22.213
- dwave-cloud-client ==0.8.7
- dwave-drivers ==0.4.4
- dwave-greedy ==0.2.1
- dwave-hybrid ==0.6.3
- dwave-inspector ==0.2.7
- dwave-inspectorapp ==0.2.3
- dwave-neal ==0.5.8
- dwave-networkx ==0.8.9
- dwave-ocean-sdk ==3.5.0
- dwave-preprocessing ==0.2.0
- dwave-qbsolv ==0.3.3
- dwave-qiskit-plugin ==0.1.0
- dwave-system ==1.8.0
- dwave-tabu ==0.4.2
- dwavebinarycsp ==0.1.3
- entrypoints ==0.3
- fastdtw ==0.3.4
- fasteners ==0.16.3
- fastjsonschema ==2.15.1
- feather-format ==0.4.1
- filelock ==3.0.12
- flatbuffers ==2.0
- future ==0.18.2
- gast ==0.4.0
- google-auth ==2.3.3
- google-auth-oauthlib ==0.4.6
- google-pasta ==0.2.0
- grpcio ==1.41.1
- h5py ==3.2.1
- homebase ==1.0.1
- idna ==3.2
- importlib-metadata ==4.8.1
- importlib-resources ==5.2.2
- inflection ==0.5.1
- intel-openmp ==2021.4.0
- ipykernel ==6.4.1
- ipython ==7.27.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.6.5
- itsdangerous ==2.0.1
- jedi ==0.18.0
- joblib ==1.0.1
- jsonschema ==3.2.0
- jupyter ==1.0.0
- jupyter-client ==7.0.3
- jupyter-console ==6.4.0
- jupyter-core ==4.8.1
- jupyterlab-pygments ==0.1.2
- jupyterlab-widgets ==1.0.2
- keras ==2.7.0
- kiwisolver ==1.3.2
- libclang ==12.0.0
- llvmlite ==0.37.0
- lxml ==4.6.3
- matplotlib ==3.4.3
- matplotlib-inline ==0.1.3
- minorminer ==0.2.6
- mistune ==0.8.4
- mkl ==2021.4.0
- more-itertools ==8.10.0
- mpmath ==1.2.1
- multitasking ==0.0.9
- multivolumefile ==0.2.3
- nbclient ==0.5.4
- nbconvert ==6.1.0
- nbformat ==5.1.3
- nest-asyncio ==1.5.1
- networkx ==2.5.1
- notebook ==6.4.4
- ntlm-auth ==1.5.0
- numba ==0.54.0
- numpy ==1.20.3
- oauthlib ==3.1.1
- opt-einsum ==3.3.0
- ortools ==8.2.8710
- packaging ==21.0
- pandas ==1.3.3
- pandocfilters ==1.5.0
- parso ==0.8.2
- penaltymodel ==0.16.5
- penaltymodel-cache ==0.4.4
- penaltymodel-lp ==0.1.5
- penaltymodel-mip ==0.2.5
- pickleshare ==0.7.5
- platformdirs ==2.3.0
- plucky ==0.4.3
- ply ==3.11
- prometheus-client ==0.11.0
- prompt-toolkit ==3.0.20
- protobuf ==3.18.0
- psutil ==5.8.0
- py7zr ==0.16.1
- pyarrow ==5.0.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pybind11 ==2.8.0
- pycox ==0.2.2
- pycparser ==2.20
- pycryptodomex ==3.10.1
- pylatexenc ==2.10
- pyparsing ==2.4.7
- pyppmd ==0.16.1
- pyqubo ==1.0.13
- pyrsistent ==0.18.0
- python-constraint ==1.4.0
- python-dateutil ==2.8.2
- pytz ==2021.1
- pywin32 ==301
- pywinpty ==1.1.4
- pyzmq ==22.3.0
- pyzstd ==0.14.4
- qiskit ==0.30.1
- qiskit-aer ==0.9.0
- qiskit-aqua ==0.9.5
- qiskit-ibmq-provider ==0.16.0
- qiskit-ignis ==0.6.0
- qiskit-optimization ==0.2.3
- qiskit-terra ==0.18.3
- qtconsole ==5.1.1
- requests ==2.26.0
- requests-ntlm ==1.1.0
- requests-oauthlib ==1.3.0
- retworkx ==0.10.2
- rsa ==4.7.2
- scikit-learn ==0.24.2
- scipy ==1.7.1
- seaborn ==0.11.2
- six ==1.16.0
- sklearn ==0.0
- sklearn-pandas ==2.2.0
- sympy ==1.8
- tbb ==2021.4.0
- tensorboard ==2.7.0
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.0
- tensorflow ==2.7.0
- tensorflow-estimator ==2.7.0
- tensorflow-io-gcs-filesystem ==0.21.0
- termcolor ==1.1.0
- terminado ==0.12.1
- testpath ==0.5.0
- texttable ==1.6.4
- threadpoolctl ==2.2.0
- torch ==1.9.0
- torchtuples ==0.2.2
- tornado ==6.1
- traitlets ==5.1.0
- tweedledum ==1.1.1
- typing-extensions ==3.10.0.2
- urllib3 ==1.26.6
- virtualenv ==20.8.0
- virtualenvwrapper-win ==1.2.6
- wcwidth ==0.2.5
- webencodings ==0.5.1
- websocket-client ==1.2.1
- widgetsnbextension ==3.5.1
- wrapt ==1.12.1
- yfinance ==0.1.63
- zipp ==3.5.0