Experiments

Experiments — a place where I try out new ideas, explore different concepts, and keep pushing my skills a bit further. Each one helps me learn, grow, and find better ways to build—and there’s always something new on the way.

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