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Phase Portrait

A phase portrait is a tool to analyze a dynamic system. Example Consider the nonlinear system:     Step 1: Calculate equilibrium points (EPs)     Step 2: Linearization at equilibrium point (Find Jacobi matrix)Jacobi-Matrix:     Step 3:...

Regression Analysis

Regression analysis is an instance of supervised learning. The goal is to estimate the dependent variable by using the independent variable . Variables : independent variable, features: dependent variable, response: (unknown) noise or error: a function of  ...
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