Section: New Software and Platforms

Magneto

Python toolbox for generating and evaluating vector space representations for Natural Language Processing

Functional Description

Version 1.0 of Magneto contains preprocessing methods for texts in french and english. It includes classical methods for generating vector space representations: count based models, dimensionality reduction based methods and predictive methods (word2vec and Glove). For version 1.0, vector space representations can be evaluated on dedicated evaluation tasks such as similarity and analogy.

• Participants: Pascal Denis, Rémi Gilleron, Mikaela Keller, François Noyer and Nathalie Vauquier

• Contact: Pascal Denis

• URL: https://team.inria.fr/magnet/software/