Implementations of basic machine learning algorithms and their applications in data analysis, etc.
Supervised learning algorithms: Regression, Classification, Decision Tree, etc.
Clustering algorithms: k-means++, hierachical clustering, etc.
Dimensionality reduction algorithms: LPP, FDA, LFDA, PCA, etc.
Applications: Text Classifier, Simple Twitter analysis, Recommendation System, Searching and Ranking, etc.
Other: Adaboost, kNN, NMF, etc.
Duong Nguyen @TokyoTech
Email: nguyen@sg.cs.titech.ac.jp; ntduong268(at)gmail.com