bayesgan
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andrewgordonwilson
Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)
Hello, I was going through your paper and through the paper of SGHMC and I understand that : - SGD + noise equates to SGLD - SGD + momentum +...
Hello, I want to run the unsupervised BGAN with MNIST dataset using this command: `./run_bgan.py --data_path datasets --dataset mnist --num_mcmc 2 --out_dir ./results/ --train_iter 75000 --save_samples --n_save 100` But I...
Hello, I might be missing something obvious but I've been looking at it in every way possible and I can't grasp what I would be missing. In the guide you...
In the testing set, basically what you are doing is first to find what images are not fake and then find the accuracy when they are classified as real. So...
In lines 67-70: ``` if train_iter == 5000: print "Switching to user-specified optimizer" optimizer_dict = {"disc": dcgan.d_optims_adam, "gen": dcgan.g_optims_adam} ```` I believe what you intend to have here is dcgan.d_optims...
https://github.com/andrewgordonwilson/bayesgan/blob/ca06613201e0882a21e53f18e71ecbff5eda7923/bgan.py#L277
If I have generated numpy matrices as my "real data", do I specify that that as 'self.imgs = np.load('matrices.npy')'? I intend to run this in unsupervised mode, so do I...
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Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)