Regression in Python 🐍 with Scipy/GEKKO

Comparing Python Scipy (minimize) and MATLAB (fmincon) to Python GEKKO for regression analysis. See apmonitor.com/che263/index.php/Main/PythonDataRegression for source code.

[@leosmi1]

Hi, I need to do multiple regression using Multilayer Perceptron neural network and scikit-learn to predict a current in a fotovoltaic panel...I have 2 inputs and 1 output inputs: irradiation, temperature outputs: current I need to make a multiple regression to predict the current...is this possible to make with scikit?

[@apm]

One correction: SLSQP stands for Sequential Least Squares Programming at 4:09. See more information on this solver option at docs.scipy.org/doc/scipy/reference/optimize.minimize-slsqp.html

[@SdrumingG]

Can you show how to solve PDEs in Python?

[@apm]

There is information on solving ODEs at apmonitor.com/che263/index.php/Main/PythonDynamicSim There is information on solvig PDEs at docs.sympy.org/latest/modules/solvers/pde.html

[@adityarajora7219]

logistic regression please!!

[@apm]

Thanks for the good suggestion.