reach documentation

Installation

A light-weight package for working with pre-trained word embeddings. Useful for input into neural networks, or for doing compositional semantics.

reach can read in word vectors in word2vec or glove format without any preprocessing.

The assumption behind reach is a no-hassle approach to featurization. The vectorization and bow approaches know how to deal with OOV words, removing these problems from your code.

reach also includes nearest neighbor calculation for arbitrary vectors.

Installation

If you just want reach:

$ pip install reach

If you also want AutoReach:

$ pip install reach[auto]

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