/logistic-regression-in-C

and a bunch of other functions for working with 1d arrays as 2d matrices

Primary LanguageCMIT LicenseMIT

logistic-regression-in-C

Simple matrix library for handling 1d arrays as 2d matrices and vectors via Row-major order.

Features

  • Pseudo-random generator for gaussian distributed numbers
  • Matrix object for handling data, and shape+size properties
  • Tools for applying linear algebra techniques such as matrix multplication, transpose, addition, elementwise functions
  • Logistic Regression model that takes input data and weights+biases
  • Model includes debug for each epoch

Example: Binary Iris Dataset

alt text