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This is a collection of mini machine learning projects that I have coded

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decision tree

decision tree

 
 

ham spam classification

ham spam classification

 
 

handwritten digits

handwritten digits

 
 

neural network

neural network

 
 

.DS_Store

.DS_Store

 
 

Heoffding bound.py

Heoffding bound.py

 
 

README.md

README.md

 
 

eigen face and projection.py

eigen face and projection.py

 
 

image segmentation:compression.py

image segmentation:compression.py

 
 

logistic regression.py

logistic regression.py

 
 

perceptron.py

perceptron.py

 
 

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mini-ML-projects

This is a collection of mini machine learning projects. I hand-coded all the methods from scratch without calling other packages (except for SVM, as it requires a quadratic solver).

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This is a collection of mini machine learning projects that I have coded

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