t-SNE Model Explanation#
Our t-SNE model explanation implementations are a wrapper around the scikit-learn t-Distributed Stochastic Neighbor Embeddings (t-SNE) implementation, which can be found here. The original paper where t-SNE was proposed can be found here.
These resources should be used as reference over our documentation wherever an explanation of the inner functionalities of t-SNE are necessary. Our goal is not to provide significant expansions to t-SNE’s original functionalities, nor provide further insight into t-SNE’s inner workings, but rather to simply provide a simpler, more streamlined interface for some of t-SNE’s functionalities.
Below is a list of the functions we have implement which utilize t-SNE’s capabilities: