
Gradient Descent vs L-BFGS-B
Performance of Stochastic Gradient Descent vs L-BFGS-B on functions

Scikit-Learn ML pipeline for regression
Scikit-Learn pipeline for fuel efficiency regression

Particle Swarm Optimization on Non-Convex Function
Particle Swarm Optimization on Non-Convex Six-Hump Camel Back Function

Particle Swarm Optimization on Non-Convex Function
Particle Swarm Optimization on Non-Convex Function

Particle Swarm Optimization on Convex Function
Particle Swarm Optimization on Convex Function

Gradient Descent Nesterov Momentum
Visualization and Implementation of Gradient Descent Nesterov Momentum

Gradient Descent Learning Rates
Different Learning Rates in Gradient Descent

Gradient Descent with Momentum
Gradient Descent with Momentum

Gradient Descent Animation
Gradient Descent with animation

Gradient Descent
Visualization and Implementation of Gradient Descent

Optimization with Momentum
Optimization with Momentum on Non-Convex function

Polynomial Regression Under Fit, Good Fit, Over Fit
Polynomial Regression Under Fit, Good Fit, Over Fit

Polynomial Regression 2
Polynomial Regression on Linköping temperature data

Polynomial Regression
Visualization and Implementation of Polynomial Regression

Linear Regression
Visualization and Implementation of Linear Regression