This package provides functionalities for learning supervised embeddings for domain adaptation described in the following paper:

Danushka Bollegala, Tingting Mu, and John Y. Goulermas: Cross-domain Sentiment Classification using Sentiment Sensitive Embeddings , IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 28, Issue 2, pp. 398-410, 2015. PDF DOI

See src/embed.py for the implementation of the proposed method.