Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means
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Updated
May 15, 2017 - MATLAB
Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means
Digital Image Watermarking Method Based on Hybrid DWT-HD-SVD Technique: Attacks, PSNR, SSIM, NC
This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
Various Small Projects on Various Subjects
🌏 MH1DMT is inversion software using LM (Levenberg-Marquardt), SVD (Singular Value Decomposition), SA (Simulated Annealing), VFSA (Very Fast Simulated Annealing), and MVFSA (Modified Very Fast Simulated Annealing) of one-dimension magnetotellurics (MT) in MATLAB
🌏 MH1DDC is inversion software using Levenberg-Marquardt (LM) and Singular Value Decomposition (SVD) of one-dimension DC resistivity in MATLAB.
Computer Vision course at Technical University of Munich
Multichannel Sleep Spindle Detector for sleep EEG
Singular Value computation using Golub-Kahan method
Utilizing MATLAB to show how SVD can be used to compress colored images
Numerical experiments on Jacobi SVD algorithm
An improved incremental singular value decomposition(SVD) algorithm
Image Compression using Singular Value Decomposition (SVD) in MATLAB.
Updating Singular Value Decomposition (SVD) for rank-1 perturbed matrix.
This repository stores my personal projects related to data science studies.
Method to extract transient components in cerebral oxygenation signals [Matlab-code]
Contains code and detailed write ups created while taking a class on Data Driven Modeling & Scientific Computation with Professor Nathan Kutz.
Aligning Your Misaligned Image/images of a tall building or large scene Using Simplest Calculation of Homography Matrix Estimation using SVD
Face reconstruction and recognition algorithm by principle component analysis (eigenfaces)
Homework for the Numerical Methods course @ ACS, UPB 2018
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