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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/10/30 17:46:14 UTC

[GitHub] ThomasDelteil opened a new pull request #13041: Updated recommenders example

ThomasDelteil opened a new pull request #13041: Updated recommenders example
URL: https://github.com/apache/incubator-mxnet/pull/13041
 
 
   ## Description ##
   
   Updated recommender system example:
   - Merged notebook 1 and 2 into a single one, simpler to follow
   - Removed negative sampling notebook, pointing to GluonNLP implementation that contains ImportanceSampling, NoiseContractiveLoss and NegativeSampling.
   - Removed manual sparse implementation, replaced with embedding layers
   - Updated DSSM model with modernized Gluon version
   - Replaced BagOfWordRandomProjection with Gluon version, though it really should only be used in very specific cases, added warning about that in the notebook and used embedding + lstm instead.

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