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This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.

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AlexGidiotis/Advanced-ML-techniques

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.gitignore

.gitignore

 
 

LICENSE

LICENSE

 
 

README.md

README.md

 
 

cost_sensitive_learning.py

cost_sensitive_learning.py

 
 

delicious_loader.py

delicious_loader.py

 
 

hierarchical.py

hierarchical.py

 
 

imballanced_classes.py

imballanced_classes.py

 
 

loaders.py

loaders.py

 
 

multilabel.py

multilabel.py

 
 

text_model.py

text_model.py

 
 

uncertainty_sampling.py

uncertainty_sampling.py

 
 

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Advanced-ML-techniques

This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.

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This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.

Topics

tensorflow sklearn keras ensemble-learning fasttext active-learning multilabel-classification cost-sensitive-learning imbalance hierarchical-neural-nets

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