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arima-arimax-forecasting

ARIMA-ARIMAX- for Debt Ratio Forecasting

arnoldi-s-iteration-and-gmres-method-

it is common to seek a solution x minimizing r(x)=‖y-Ax‖^2 , where AϵR^(n×n). Let the initial guess x_0=0 them the residual vector is r_0=y. We can use GMRES method for solving y = Ax, using Krylov subspaces κ_m, where Arnoldi’s iteration has been applied to find orthonormal basis for κ_m,for all m=1,2,…

bayesian_regression

https://en.wikipedia.org/wiki/Bayesian_linear_regression

bfgs_in_r

BFGS is an optimization method for multidimensional nonlinear unconstrained functions. BFGS belongs to the family of quasi-Newton Method

cholesky_decomposition

classification_visualization

cnn

convolutional neural networks

conjugategradient_vs_steepestdescent

Basic and algorithmic differences between CV and SD

data_reduction

A survey between data reduction techniques for Image Recognition

eda

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

elastic-net-regularization-proximal-algorithm

em_algorithm

EM algorithm to estimate theta(theta1) iteratively

feed_forward_regression

feedforwardclassification

FFC

femus

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

functional_iteration

gaussian_mixture

Gaussian Mixer model

gaussian_process_regression

gmm_clustering

Simulate data from a mixture of two bivariate Gaussian distributions , and find clustering

gpr

Gaussian Process Regression

gradient_descent

gram_schmidth_process

hotellings_t2_test

interior_point_method

lasso

liver_disease_detection_by_machine_learning

Liver Disease prediction using binary classification such as SVM, ANN, or Random Forest. Generate missing data using the MICE algorithm. Use SMOTE to oversample minority class to reduce biases towards majority class. ROC analysis and k-fold Cross-validation Hypothesis tests were done. Data Source: UCI Machine Learning Repository

logistic_regression_bc_data

machine_learning_in_python

Config files for my GitHub profile.

machine_learning_short_review

Machine Learning Techniques using python.

master_report

Comparative Study Among Frequentist and Bayesian Multiple Linear Regression