/Optimization-Methods-in-Intelligent-Systems

In this repository, I intend to focus on implementing various optimization methods. The first section employs binary logistic regression for classifying MNIST dataset. The second section deals with optimizing a non-convex cost function, using the genetic algorithm for this purpose. In the third section, we acquaint ourselves with SVM.

Primary LanguageJupyter Notebook

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