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A reproducible research framework for word, character, sentence embeddings and more!


Get dozens of published embeddings. Experiment with word2vec, GloVe and dozens of other pre-trained and published embeddings with the convenience of Python. Vecto supports all the most popular formats: txt, npy, bin, and hdf5.

Roll your own

Develop your own embedding models with a growing library of sample implementations and deep learning frameworks accessible from Vecto.


Experiment with dozens of popular benchmark datasets and sample baseline implementations. Vecto framework is even compatible with multi-lingual experiment designs.


Vecto helps to you keep track of your experiments. Metadata is assimilated and aggrageted at each step of the piupleine as JSON sniupepts.