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Various Embeddings

Reproduce some embedding methods on MNIST:

Usage:

# to train:
./mnist-embeddings.py --algorithm [siamese/cosine/triplet/softtriplet]
# to visualize:
./mnist-embeddings.py --algorithm [siamese/cosine/triplet/softtriplet] --visualize --load train_log/mnist-embeddings/checkpoint