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

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glm

glm

 
 

README.md

README.md

 
 

test_huber.py

test_huber.py

 
 

test_logistic.py

test_logistic.py

 
 

test_ridge.py

test_ridge.py

 
 

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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

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

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