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MLWave / tsne-transform.py
Created July 4, 2017 08:17
Embed test points in existing t-sne map
# Author: HJ van Veen <info@mlwave.com>
# Description: Experiment to learn a tSNE transformer for new
# test data with a multi-output GBM
#
# Idea first seen at lvdmaaten.github.io/tsne
# > [...] it is not possible to embed test points in an existing
# > map [...]
# > A potential approach to deal with this would be to train
# > a multivariate regressor to predict the map location from
# > the input data.