Project Option 2

Dimension Reduction


Prace dimension reduction of data by using at least 5 algorithms. Suggested algorithms are PCA, kernel PCA, t-SNE, LLE, and Isomap. You have to use at least one Scikit-Learn toy dataset and at least one real-world dataset in this project. Compare and analyze the results among several algorithms.