Tutorials
Numerical Solutions of ODEs
Solving ODEs Using R
Implementation of R library deSolve
Solving ODEs using CoCalc
Implementation of Sage library desolve_odeint
Linear Regression
Using datasets in semi-logarithmic scale
School rankings from linear least squares
Ordinary Least Squares (OLS)
Nonlinear OLS Estimation for a Logistic Model
Nonlinear OLS Estimation with Evolutionary Algorithms
Nonlinear OLS Estimation with Local Optimization Algorithms
Structured Populations
Matrix Models
Mathematical Models for Demographic Analysis
Simulations of Three-Group Population
Iterations of Matrix Models
Zombie Math … Decomposition
Principal Components
Eigenvalue and Singular Value Decompositions
Jupyter Notebook
Dimensionality reduction for image compression