Dimensionality Reduction
Dimensionality reduction is transformation of data from a high-dimensional space into a low-dimensional space so that the low-dimensional representation retains some meaningful properties of the original data.
Linear methods
Non-linear methods
- t-SNE
- U-MAP
- Autoencoder