noa / tensorflow-vrnn

A variational recurrent neural network implementation in tensorflow

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tensorflow-vrnn

A variational recurrent neural network as described in:

Chung, J., Kastner, K., Dinh, L., Goel, K., Courville, A. C., & Bengio, Y. (2015). A recurrent latent variable model for sequential data. In Advances in neural information processing systems (pp. 2980-2988).

VRNN Structure

Global Structure

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A variational recurrent neural network implementation in tensorflow


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