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Deep belief network implemented using tensorflow.

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Deep Belief Networks

An implementation of a DBN using tensorflow implemented as part of CS 678 Advanced Neural Networks. I chose to implement this particular model because I was specifically interested in its generative capabilities. Starting from randomized input vectors the DBN was able to create some quality images, shown below.

image1 image2 image3 image4

For some more detailed information see the project writeup.

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Deep belief network implemented using tensorflow.

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