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I have modified the similarity scripts so that they can compute all-vs-all similarities using cdist.

Even if we have conveyed that faiss will be used for the pipeline, I think it would be interesting to incorporate as part of this repository my version of the similarity.

We can call my scripts: all_similarities and Oriol's nearest_neighbors.

My version of the scripts can be found in: /aloy/home/mduran/myscripts/mosaic/similarity/. They have the same structure as before.