This repository contains the notebooks that can reproduce the results presented in the paper "Classical and quantum regression analysis for the optoelectronic performance of NTCDA/p-Si UV photodiode"

QLOESS - Quantum Locally Estimated Scatterplot Smoothing. Quantum computing. Quantum programming.

QLAR - Quantum Lagged Autoregression. Quantum computing. Quantum programming.

QHR - Quantum Huber Regression. Quantum computing. Quantum programming.

QMARS - Quantum Multivariate Adaptive Regression Splines. Quantum computing. Quantum programming.

Quantum Extreme Learning Machine (QELM) for Lottery Prediction

QHAR - Quantum Harmonic Analysis Regression. Quantum computing. Quantum programming.

QSobolev - Quantum Sobolev Regression. Quantum computing. Quantum programming.

QLASSO - Quantum Lasso Regression. Quantum computing. Quantum programming.

VQR - Variational Quantum Regressor. Quantum computing. Quantum programming.

QWALK - Quantum Walk. Quantum computing. Quantum programming.

QADR - Quantum Anchor Regression. Quantum computing. Quantum programming.

QAOA - Quantum Approximate Optimization Algorithm. Quantum computing. Quantum programming.

QSpline - Quantum Spline Regression. Quantum computing. Quantum programming.

QNNR - Quantum Neural Network Regressor (Estimator), Quantum programming. Quantum computing.

QKR - Quantum Kernel Regression. Quantum programming, Quantum computing.

Graphs in Space: Graph Embeddings for Machine Learning on Complex Data. GRASP + kvantna regresija, deterministički. Kvantna regresija na embedding-ima grafova.

QRCE - Quantum Recursive Correction Estimator. Quantum computing. Quantum programming.

QSPE - Quantum Spectral Regression. Quantum computing. Quantum programming.

Variational Quantum Circuit (VQC) for Lottery Prediction