17 Mar 2021 Multi-view Data Visualization via t-SNE
Completed
mSNE and multi-SNE are implemented on different types of Multi-view data for visualization.
12 Feb 2021 Clustering Method
Completed
Clustering methods are used to identify groups of similar objects in a multivariate data sets collected from fields. In this project, k-means cluster, hierarchical cluster, and spectral cluster are provided in the sample code.
15 Nov 2020 SVMs Sample Code
Completed
Sample Code for SVMs via sub-gradient descent and quadratic programming.
21 Jun 2020 Decision Tree and Random Forest
Completed
Solve a binary classification problem using both a decision tree as well as a random forest.