Use whichever platform you prefer to work on – we will give references and hints for R and for Python.

Task

Pick one of

• The first 5000 digits in MNIST
• The Iris dataset

and perform both an ISOMAP and an LLE on the data.

Compare the results – what do the two embeddings look like? Similarities? Differences? Ability to group and separate the classes?