Noise-Contrastive-Estimation-NCE-for-pyTorch

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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44 Stars

9 Forks

44 Watchers

Python Language

mit License

Cost to Build

$500

Market Value

$1.0K

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Growth over time

7 data points · 2021-08-01 → 2025-07-01

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What is the demelin/Noise-Contrastive-Estimation-NCE-for-pyTorch GitHub project? Description: "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)". Written in Python. Explain what it does, its main use cases, key features, and who would benefit from using it.

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