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Noise-Contrastive-Estimation-NCE-for-pyTorch

by demelin

Pythonpushed about 7 years ago

Re-implementation of the Noise Contrastive Estimation algorithm for pyTorch, following "Noise-contrastive estimation: A new estimation principle for unnormalized statistical models." (Gutmann and Hyvarinen, AISTATS 2010)

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NCE estimator

An implementation of a Noise Contrastive Estimation algorithm in PyTorch

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