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Top 2 noise-contrastive-estimation open source projects

Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

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machine-learning energy deep-learning exponential-family noise-contrastive-estimation energy-based-model contrastive-divergence score-matching energy-based-learning energy-based-machine-learning energy-based-deep-learning energy-based-graph-learning stein-discrepancy score-based score-based-models score-based-generative-models

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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python algorithm pytorch nce noise-contrastive-estimation

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