Luis Ramírez GuzmánGenetic Algorithm: A versatile tool for optimization problems.Often in industrial scenarios there is a need to determine the optimal solution for a problem given a set of resources and constriants…Dec 11, 2021Dec 11, 2021
Luis Ramírez GuzmánConvolutional Neural Networks, quickstart and commentaryAs a common the in my series of blogs I will try to give you extensive and very practical intuiton of how a Machine Learning dynamic works…Dec 2, 2021Dec 2, 2021
Luis Ramírez GuzmánSelf-Organizing Maps: Visually stricking Unsupervised Learning.Specifically, the domain that self-organized maps are in is in data dimensionality. This ML models orders data into a map based of features…Nov 30, 2021Nov 30, 2021
Luis Ramírez GuzmánImage Classification: Classic methods vs Neural NetworksIn this exercise I plan to breifly compare performance and nuances of classic classifiers like the linear Support Vector Machine (SVM)…Nov 27, 2021Nov 27, 2021
Luis Ramírez GuzmánA Deep Neural Network with linear activation functions is equivalent to a single layer Perceptron.The goal of this exercise is to prove that if every activation function in a deep feed-forward neural network is linear, as well as the…Nov 19, 2021Nov 19, 2021
Luis Ramírez GuzmánThe simplest Neural Network there is.Any intro to neural networks class will get you to know the Perceptron by heart. This time we will implement it simply and straightforward.Nov 18, 2021Nov 18, 2021
