/SJSU_coursework

My implementations in python of methods used in Dr. Chen's Math 285 Spring 2016

Primary LanguagePython

my-machine-learning-library

Included in this python file are my own implementations of:

  • Binary Logistic Regression
  • Multinomial Logistic Regression
  • Linear Discriminant Analysis
  • 2 Dimmensional Linear Discriminant Analysis
  • Principal Component Analysis
  • Fisher's Linear Discriminant Analysis
  • K-Nearest Neighbors
  • K-Means
  • Local K-Means
  • K-folds data subsetting