The Embeddings View provides a visual playground for you to interact with your datasets.
Fig. General embeddings view navigation
ground truth labels
, data error potential (DEP)
, etc. Different data coloring schemes reveal different dataset insights (i.e. using color by predicted labels
reveals the model’s perceived decision boundaries) and altogether provide a more holistic view of the data.
Fig. Coloring by different data fields opens the door to a range of insights
Fig. Lasso Selection
Fig. Similarity search enables quick surfacing of similar data samples