In these examples it happens exactly the same, the embeddings have large dimensionalities. What we show is a 2D projection of the embeddings so that we can plot them, regardless of the dimension of the embeddings.
You can choose between UMAP or PCA projections by default.
Vectory: a tool for tracking and comparing embedding spaces
Leopiney OP t1_iuxyxm4 wrote
Reply to Vectory: a tool for tracking and comparing embedding spaces by Leopiney
Hey everyone! We released this open-source tool for tracking and comparing embedding experiments, which we regularly do.
Feel free to give it a try! Getting started is easy: https://github.com/pentoai/vectory