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machine-learning

A Java library of machine learning algorithms. These are my own implementations that I am working on for both practice and research purposes.

Decision Trees:

ID3

Bayesian Networks:

Naïve Bayes classifier

Tree Augmented Naïve (TAN) Bayes classifier

Hill Climbing Structure Search

Sparse Candidate Structure Search

Bayesian Information Criterion (BIC)

Artificial Data Generation

Hidden Markov Models:

Forward Algorithm

Backward Algorithm

Generic Graph Theory Algorithms:

Bellman-Ford Algorithm

Floyd-Warshall Algorithm

Prim's Algorithm

Cycle Detection

Topological Sort of Vertices in a DAG

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A Java library of machine learning algorithms.

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