GitHub - Qfantastic/Machine-Learning-Coursework: Coursework of Machine Learning

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
Artificial Neural Network		Artificial Neural Network
Decision Tree		Decision Tree
Gibbs sampling		Gibbs sampling
Loopy Belief Propogation		Loopy Belief Propogation
MLE and Expectation Maximization		MLE and Expectation Maximization
Naive Bayes and Chow Liu Trees		Naive Bayes and Chow Liu Trees
Readme		Readme

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HomeWorks

Python

1.Implemented Decision tree using ID3 algorithm and performed pruning to avoid overfitting.
2. Implemented artificial neural network for multi class classification

MATLAB
3. Gibbs Sampling 
4.Loopy Belief Propogation
5.Maximum Likelihood Estimation and Expectation Maximization
6.Naive Bayes and Chow Liu Trees