noise-contrastive-estimation topic
graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
TAC-GAN
A Tensorflow implementation of the Text Conditioned Auxiliary Classifier Generative Adversarial Network for Generating Images from text descriptions (https://arxiv.org/abs/1703.06412)
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 Hyva...
nce
Noise Contrastive Estimation (NCE) in PyTorch