kfda 0.1.0

Kernel FDA implementation described in https://arxiv.org/abs/1906.09436

Kernel FDA

This repository implements Kernel FDA as described in https://arxiv.org/abs/1906.09436.

Examples

See examples for examples.

After running them, you can plug corresponding pairs of generated *embeddings.tsv and *labels.tsv into Tensorflow's Embedding Projector to visualize the embeddings. For example, running mnist.py and then loading mnist_test_embeddings.tsv and mnist_test_labels.tsv shows the following using the UMAP visualizer:

Notebook

Alternatively, see the Colab Notebook.