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Self Governing Neural Networks (SGNN): the Projection Layer

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A scikit-learn pipeline implementing the projection layer of Self-Governing Neural Networks (SGNN) using character n-grams and random hashing.

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22 stars3 forks0 contributors

Overview

Attempt at reproducing a SGNN's projection layer, but with word n-grams instead of skip-grams. Paper and more: http://aclweb.org/anthology/D18-1105

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Stars22
Forks3
Contributors0
Open Issues1
Last commit3 years ago
CreatedSince 2018

Tags

#neural-networks#natural-language-processing#word-embeddings#scikit-learn#text-preprocessing#machine-learning

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scikit-learn
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Python

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