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1. koopman-nonlinear-control koopman-nonlinear-control Public

   Data-driven modeling, prediction, and control of nonlinear dynamical systems via Koopman Operator Theory (DMD, EDMD, EDMDc + LQR, and Diffusion Maps). Master's thesis codebase.

   Python 1

2. eeg-source-localization-regularization eeg-source-localization-regularization Public

   This project models the electroencephalography (EEG) forward problem within a 3D spherical volume conductor and compares numerical regularization techniques to solve the underdetermined inverse pro…

   MATLAB

3. eigenfaces-pca-reconstruction eigenfaces-pca-reconstruction Public

   Implementation of PCA for face recognition, subspace projection, and reconstruction using Eigenfaces in Python.

   Python

4. heart-arrhythmia-kernel-methods heart-arrhythmia-kernel-methods Public

   Multi-class classification of cardiac arrhythmias on the UCI dataset using Support Vector Machines with various kernels, Gaussian Naive Bayes, and k-NN.

   Python

5. nonlinear-dimensionality-reduction nonlinear-dimensionality-reduction Public

   MATLAB implementations comparing linear (Classical MDS) and nonlinear (Kernel PCA, Isomap) dimensionality reduction techniques across synthetic manifolds (Concentric Circles, Fireworks, Swiss Roll,…

   MATLAB

6. student-performance-prediction student-performance-prediction Public

   Predicting student performance using Linear Regression and Feedforward Neural Networks in MATLAB.

   MATLAB