Quantum Support Vector Machine (QSVM) Template supporting the Google TensorFlow and PyTorch packages.
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May 27, 2024 - Jupyter Notebook
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qsvm
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Using Quantum Machine Learning to enhance Classification and Regression Machine Learning Models
machine-learning qml quantum-mechanics regression quantum-computing classification quantum-computer-simulator quantum-machine-learning qml-samples qiskit qiskit-tutorial qiskit-aqua qsvm
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Jan 2, 2023
Covalent tutorial for Q-Site conference 2022
machine-learning svm quantum quantum-computing covalent quantum-machine-learning qsvm covalent-tutorial qsite2022 quantum-workflow agnostiq
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Aug 14, 2023 - Jupyter Notebook
Quantum-Confidence Gated IDS — Suricata + LightGBM + 4-qubit QSVM. Senior project, Lusail University 2026.
cybersecurity suricata ids lightgbm network-security intrusion-detection-system quantum-machine-learning qiskit qsvm hybrid-ml
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May 2, 2026 - Python
Testing on the published article "Cross-Framework Benchmarking of Quantum Support Vector Machines on MNIST"
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Aug 4, 2026 - Jupyter Notebook
Quantum kernel SVM for rapid Ebola strain triage (Bundibugyo · Zaire · Sudan · Non-HF). ZZFeatureMap encoding of 20 clinical features. Motivated by the 2026 DRC/Uganda Bundibugyo PHEIC. PennyLane · scikit-learn · imbalanced learning.
python ebola quantum-machine-learning imbalanced-learning medical-ai clinical-informatics pennylane qsvm quantum-kernel outbreak-response-modelling biosurveillance haemorrhagic-fever zz-feature-map geometric-difference
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Jun 4, 2026 - Python
Real-time network log analytics pipeline for lateral movement detection using Kafka, MongoDB, FastAPI, React, and comparative ML (XGBoost, Random Forest, SVM, Isolation Forest, Autoencoders, ECOD & QSVM).
kafka machine-learning-algorithms cybersecurity mongodb-database autoencoders log-analytics lanl lateral-movement qsvm
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Jul 29, 2026 - TypeScript
Quantum Support Vector Machine (QSVM) 6 qubit - Dataset: Bank Account Fraud
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Jun 14, 2026 - Python
Notebooks for the Seminar in ETSIT (UPM) - Master of Science in Signal Theory and Communication (Track: SIGNAL PROCESSING AND MACHINE LEARNING FOR BIG DATA).
qml svm quantum quantum-algorithms quantum-machine-learning qnn quantum-neural-networks variational-quantum-circuit qsvm autoqml
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Mar 10, 2025 - Jupyter Notebook
Biometric Security System Powered by QRNG QFT QSVM Architecture
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Jul 14, 2026 - Python
Benchmark hybrid quantum-classical ML (VQC, QSVM) vs classical baselines on financial fraud detection
fintech quantum-computing fraud-detection anomaly-detection quantum-machine-learning pennylane variational-quantum-classifier qsvm vqc hybrid-quantum-classical
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Jun 7, 2026 - Jupyter Notebook
This project aims to implement Quantum Support Vector Machines (QSVM) on actual quantum devices and simulators using the Qiskit library in conjunction with Amazon Braket (AWS). The core objective is to evaluate and compare the performance efficiency of QSVM implementations across various quantum hardware and simulation environments.
quantum-mechanics quantum-computing pca-analysis aws-ec2 iris-dataset quantum-machine-learning qiskit simulators quantum-hardware ionq qsvm amazonbraket
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Jul 17, 2024 - Jupyter Notebook
Implementation of a Quantum Support Vector Machine (QSVM) focused on detecting anomalies and fraudulent patterns in financial systems. The model utilizes a quantum feature map induced by the evolution of an Ising Hamiltonian to evaluate complex and non-convex decision topologies. The simulation backend is built with Qiskit
quantum-computing anomaly-detection quantum-machine-learning cuda-programming qsvm tensorial-properties
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Apr 3, 2026 - Python
🔬 Quantum Machine Learning-based Credit Card Fraud Detection using Qiskit QSVM with Quantum Kernels, deployed as a Flask web application for real-time fraud prediction.
python flask data-science machine-learning qml credit-card-fraud artificial-intelligence cybersecurity quantum-computing fraud-detection quantum-machine-learning quantum-ai qiskit qsvm
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Jul 9, 2026 - Jupyter Notebook
Hybrid-Forecasting-and-Trend-Detection-of-Sea-Level-Rise
machine-learning analysis linear-regression scikit-learn exploratory-data-analysis ml pandas python3 seaborn logistic-regression matplotlib arima-forecasting colab-notebook qsvm
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Jul 17, 2025 - Jupyter Notebook
Detecting financial fraud using Quantum Support Vector Machines (QSVM). Built with Python, Qiskit, and Scikit-Learn to explore hybrid quantum-classical finance algorithms.
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Mar 22, 2026 - Jupyter Notebook
Benchmarking classical, graph, and quantum machine learning models for molecular property prediction on BACE, BBBP, and ClinTox.
benchmark cheminformatics reproducible-research scikit-learn pytorch quantum-computing drug-discovery qsar quantum-machine-learning graph-neural-networks pennylane qsvm molecular-property-prediction vqc hybrid-quantum-classical bbbp bace clintox
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Jun 10, 2026 - Python
Empirical comparison of Quantum vs Classical SVMs on credit risk data (University Project)
python finance benchmarking quantum-computing pixi quantum-machine-learning qiskit credit-risk nisq qsvm qiskit-machine-learning
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Jan 29, 2026 - Python
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