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I leveraged an algorithmic approach to predict the price and carat of the diamond using Machine Learning. Various regression models have been trained and their performance has been evaluated using the R Squared Score followed by tuning of the hyperparameters of top models. I have also carried out a trade-off based on the R Squared Score and the …
This project studies the trade-off between privacy and utility in code completion models. The goal is to analyze how obfuscating code prompts affects the quality of generated code.
A MATLAB project implementing Garpinger’s trade-off diagram approach for PID controller tuning and performance analysis. The project provides core functions for trade-off visualization, a live script showcasing a real-world field study, and a detailed explanation of the underlying theory.