Nexar Quantum Algorithm Classifier
CodeBERT-based classifier for identifying quantum algorithms in source code.
Supported Algorithms
- Bernstein-Vazirani
- Deutsch-Jozsa
- Grover's Algorithm
- QAOA (Quantum Approximate Optimization Algorithm)
- QFT (Quantum Fourier Transform)
- QPE (Quantum Phase Estimation)
- Shor's Algorithm
- Simon's Algorithm
Usage
from transformers import AutoTokenizer, AutoModel
import torch
tokenizer = AutoTokenizer.from_pretrained("yashodhajayasinghe/nexar-quantum-algorithm-classifier")
model = AutoModel.from_pretrained("yashodhajayasinghe/nexar-quantum-algorithm-classifier")