Project information
- Category: Statistical Modeling
- Report: google doc
- Project URL: www.github.com/rebeccareeba/DataScienceProtfolio
Order of faces using ISOMAP
This question aims to reproduce the ISOMAP algorithm results in the original paper for ISOMAP, J.B. Tenenbaum, V. de Silva, and J.C. Langford, Science 290 (2000) 2319-2323. Implement the ISOMAP algorithm yourself to obtain a k = 2-dimensional embedding. This means, each picture is represented by a two-dimensional vector, embedding of pictures. Plot the embeddings using a scatter plot, similar to the plots in lecture slides. Find a few images in the embedding space and show what these images look like.