/glm

Machine learning's basic models: generalized linear models(GLMs) Python implementations

Primary LanguagePython

glm

Generalized Linear Models implemented in Python
This project is only for learning

Implemented Models

  • Ridge Regression
  • Huber Regression
  • Lasso Regerssion
  • Logistic Regression

Implemented Optimizers

  • Mini-Batch Gradient Descent(sometimes also called "Stochastic Gradient Descent")
  • Coordinate Descent