search

eamid / trimap

TriMap: Large-scale Dimensionality Reduction Using Triplets
Apache License 2.0
304 stars 20 forks source link

It has no transform option #18

Open jochenater opened 3 years ago

jochenater commented 3 years ago

For reproducibility, it should also have a transform option, so it can transform datapoint which is hasn't been trained on. On top of that, to be able to use the sklaern Pipeline, it needs this functionality as well

eamid commented 3 years ago

Currently, there is no clear way of extending the embedding to new datapoints. For new points, you need to run TriMap from scratch. I'm thinking about different ways of adding an option in the future to support new datapoints (i.e. approximately extending the embedding).