cuTN-QSVM: cuTensorNet-accelerated Quantum Support Vector Machine with cuQuantum SDK.
Kuan-Cheng ChenTai-Yue LiYun-Yuan WangSimon SeeChun-Chieh WangRobert WilleNan-Yow ChenAn-Cheng YangChun-Yu LinPublished in: CoRR (2024)
Keyphrases
- support vector machine
- open source
- multi class
- svm classifier
- feature selection
- support vector
- feature vectors
- web applications
- machine learning
- support vector machine svm
- fully functional
- quantum mechanics
- kernel function
- quantum computation
- decision boundary
- hyperplane
- high classification accuracy
- soft margin
- svm classification
- programming language
- generalization ability
- stock market prediction
- k nearest neighbor
- quantum computing
- case study
- classification method
- feature space
- database
- training set
- development kit
- quantum inspired
- data sets
- databases
- logic circuits
- neural network
- small sample
- real world
- kernel methods
- classification algorithm