Abstract: Series-compensated power transmission lines are integral to modern power grids and enhance the system reliability and stability. However, they introduce challenges such as voltage inversion, ...
Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...
Background Annually, 4% of the global population undergoes non-cardiac surgery, with 30% of those patients having at least ...
Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.
Abstract: This study investigates how well advanced machine learning algorithms, specifically Gradient Boosting (GB), AdaBoost, and LightGBM, enhance emotion recognition using wearable sensor data.
This repository contains a comprehensive machine learning project that systematically evaluates 8 different algorithms for predicting mitochondrial membrane potential (MMP) toxicity using the Tox21 ...