Gallery

All the examples have a download link at the end. You can load the example’s notebook on Google Colab and run them by adding the line

pip install git+https://github.com/torchdr/torchdr.git#egg=torchdr

to the top of the notebook.

Affinities

Entropic Affinities can adapt to varying noise levels

Entropic Affinities can adapt to varying noise levels

Basics

PCA via SVD and via AffinityMatcher

PCA via SVD and via AffinityMatcher

TSNE embedding of the swiss roll dataset

TSNE embedding of the swiss roll dataset

Incremental PCA on GPU

Incremental PCA on GPU

Neighbor Embedding on genomics & equivalent affinity matcher formulation

Neighbor Embedding on genomics & equivalent affinity matcher formulation

TSNE vs COSNE : Euclidean vs Hyperbolic

TSNE vs COSNE : Euclidean vs Hyperbolic