Update README.md

ChunyuanLI · Jan 13, 2018 · b962704 · b962704
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 **Tensorflow implementation of Stein Variational Gradient Descent (SVGD)**
 
 
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-"SVGD is a general purpose variational inference algorithm that forms a natural counterpart of gradient descent for optimization. SVGD iteratively transports a set of particles to match with the target distribution, by applying a form of functional gradient descent that minimizes the KL divergence."
+Description: "SVGD is a general purpose variational inference algorithm that forms a natural counterpart of gradient descent for optimization. SVGD iteratively transports a set of particles to match with the target distribution, by applying a form of functional gradient descent that minimizes the KL divergence."
 
 
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