Quantum-Inspired Machine Learning Experiments
Quantum-inspired machine learning research using tensor network techniques. Implements Tensor Network Classifier (TNC), Quantum-Inspired Dimensionality Reduction (QIDR), and Amplitude Amplification Search (AAS) for efficient classification and data processing. Benchmarked against classical models on MNIST, Wine, and synthetic datasets with Python.
PythonNumPyScikit-learnTensorlySciPyMatplotlibPandasJupyterPytest