Latest Posts
Cyclic Subgroup Sums
We classify finite cyclic groups based on the sum of the orders of their proper subgroups
Using a KNN Classifier for Iris Classification
Using the classic Iris dataset, we implement a K-Nearest Neighbors classifier to classify iris species based on their sepal and petal measurements.
Learning the XOR function with a Neural Network
We go over how a simple neural network can learn the nonlinear XOR function, a classic problem in machine learning.
Finite Field Density
We introduce the concept of finite field density and explore some of its properties.
Linear Regression with Multiple Input Features
Exploring how to apply multivariate linear regression using the a well-known advertising dataset as an example.
Binary Classification with Logistic Regression
A discussion of how logistic regression works and how it can be applied to the task of classification. We create a model to predict whether binary compounds will form ionic or covalent bonds.
A Linear Regression Analysis of Invasive Burmese Pythons
Demonstrating the use of linear regression to understand the relationship between the length and mass of invasive Burmese pythons in the Florida Everglades.
