This repository contains: (on progress)
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- NADE (Neural Autoregressive Density Estimator)
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- RANDE(Real-valued Autoregressive Density Esitmator)
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- BiNADE (Binary NADE)
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- MixNADE (Mixture of NADE, currently supports only binary NADE)
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- Fully visible sigmoid belief network
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- RBM (Restricted Boltzmann Machine)
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- Gaussian-RBM (Real-valued RBM)
Reference:
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- Uria, B.; Murray, I. & Larochelle, H. (2013), 'NADE: The real-valued neural autoregressive density-estimator.', CoRR abs/1306.0186
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- Benigno Uria, Iain Murray, Hugo Larochelle. RNADE: The real-valued neural autoregressive density-estimator
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- Nair, V. & Hinton, G. E. (2008), Implicit Mixtures of Restricted Boltzmann Machines., in Daphne Koller; Dale Schuurmans; Yoshua Bengio & Léon Bottou, ed., 'NIPS' , Curran Associates, Inc., , pp. 1145-1152 .