Luigi Emanuele Zippo's repositories
LeastSquaresRegression
Fitting data using a polynomial obtained by the Least Squares Method
BinarySearchTrees
Functions to create a BRT, print it, destroy it, add an element, search an element, remove an element.
decisionTreeClassifier
Implementation of a simple Decision Tree Classifier, entirely made in Swift
Interpolation
Interpolate nodes using Lagrange polynomials and natural cubic splines
lezippo
Config files for my GitHub profile.
LinearSystemsResolution
Linear systems' resolution using Forward and Backward Substitution Algorithms, LU factorisation with and without partial pivoting, Gauss-Seidel and Jacobi Methods
NumericalIntegration
Integrals' approximation using Composite Trapezoidal and Simpson's x Composite rules
PredictStudentsDropoutAndAcademicSuccess
Prediction of students' dropout using classification models. Data visualisation, feature selection, dimensionality reduction, model selection and interpretation, parameters tuning.
RootFindingAlgorithms
Find functions' zeros using Bisection, Fixed Point, Newton, Secants Methods