Measures and metrics for image2image tasks. PyTorch.

Comparison of IQA models in Perceptual Optimization

This is an contrast of linear regression model, used to examine the association between the independent variable(category or contineous) with dependent variable(binary), which is an discrete outcome.

Boston house price prediction using Linear Regression.

Quantify multicollinearity by VIF

This project analyzes a heart disease dataset to explore the relationship between cholesterol, heart rate, and chest pain type. It includes normality tests, outlier detection, correlation analysis, MANOVA, post-hoc tests, and VIF analysis, with visualizations using histograms, heatmaps, and boxplots.