Top Repositories
Exploratory data analysis and predictive modeling of student depression based on dietary habits, financial stress, and study/work hours. Built using R with data visualization, statistical testing, and logistic regression.
Trains a simple neural network to recognize binary letter patterns and evaluates its performance under random noise.
Implements Newton polynomial interpolation to approximate a Gaussian-shaped function and compares results across multiple node counts.
Uses Singular Value Decomposition (SVD) to compress grayscale images and visualize the trade-off between compression and image quality.
Repositories
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Exploratory data analysis and predictive modeling of student depression based on dietary habits, financial stress, and study/work hours. Built using R with data visualization, statistical testing, and logistic regression.
Trains a simple neural network to recognize binary letter patterns and evaluates its performance under random noise.
Implements Newton polynomial interpolation to approximate a Gaussian-shaped function and compares results across multiple node counts.
Uses Singular Value Decomposition (SVD) to compress grayscale images and visualize the trade-off between compression and image quality.
Python visualization of the Kaprekar process for arbitrary-digit numbers. Analyzes and plots convergence to Kaprekar constants and holes.
Numerical ODE solver using Euler and Runge-Kutta methods. Visualizes and compares accuracy against analytical solutions for exponential decay problems.
Simulates structural deformation of bridge designs in MATLAB using adjacency matrices and force analysis.
Numerical root-finding in MATLAB using Bisection and Newton's Method with visual performance analysis.
Simulates disease spread through populations using three discrete SIR models in MATLAB.
MATLAB simulation of logistic and predator-prey population models using Euler’s method and ode45.
A MATLAB program that decodes encrypted text using letter frequency analysis and probabilistic modeling.
A MATLAB script that uses fractal math to grow a fern-like figure.