FahadMostafa91

femus

Multiphysics Finite Element library with Selective-Adaptive Mesh Refinement and Multigrid solvers

Milstein_method

Milstein method is a technique for the approximate numerical solution of a stochastic differential equation

ARIMA-ARIMAX-Forecasting

ARIMA-ARIMAX- for Debt Ratio Forecasting

Classification_visualization

CNN

convolutional neural networks

EDA

Exploratory data analysis and multivariate statistical analysis for cancer data form Human

Feed_Forward_regression

FeedForwardClassification

FFC

Gaussian_process_regression

GPR

Gaussian Process Regression

Hotellings_T2_Test

lasso

Logistic_Regression_BC_data

Master_report

Comparative Study Among Frequentist and Bayesian Multiple Linear Regression

Mean_in_Gap

Mean of data after certain gap, example 1,5,9,...so on.

ML_DILI_prediction

Drug induced liver injury prediction by ML Algorithms, feature selection and ROC analysis

MLE_with_missingData

modified_newtons

Modified form of newtons method. It is faster and gives good convergence when we want to minimize a function in multidimension.

Non-Negative_Matrix_Factorization

NMF in Matlab on Heart failure data sets

Parameter_estimation_coupled_ODE

PCA_for_Ordinal_Data

Principal Component Analysis (PCA) needs Polychoric correlation is suitable for ordinal variables with more than two categories, while polyserial correlation is appropriate when one of the variables is continuous. These correlations estimate the underlying latent (unobserved) continuous variables that give rise to the observed ordinal categories.

Polynomial-curve-fitting

Polynomial curve fitting/ polyfit for covid-19 data set

regression_tree

Save_MAT_file

Convert python data to matlab MAT files

Spectral_Clustering_Image_Seg

Spectral_Clustering_MNST

Spectral Clustering for High Dimensional Images

Survival_analysis

Machine Learning and Survival Analysis

SVM_polynomial_kernel

SVR_gaussianKernel

Tree_and_SVM_Models

Tree and SVM Models, examples are in MATLAB ML course