t-Distributed Stochastic Neighbor Embedding (t-SNE)
Learning Objectives
By the end of this chapter, you will be able to:
- Describe and understand the motivation behind t-SNE
- Describe the derivation of SNE and t-SNE
- Implement t-SNE models in scikit-learn
- Explain the limitations of t-SNE
In this chapter, we will discuss Stochastic Neighbor Embedding (SNE) and t-Distributed Stochastic Neighbor Embedding (t-SNE) as a means of visualizing high-dimensional datasets.