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Adding in basic Sphinx to the codebase.
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1. How can Stein Variational Gradient Descent ([Liu16](https://arxiv.org/pdf/1608.04471.pdf)) be implemented in Pyro? Is this simply a mixture-of-deltas guide, e.g. `AutoMixtureOfDeltas`?
2. Can Pyro…
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Hi, Zhiting.
I noticed that you used KL annealing strategy like this in vae_text.py
anneal_r = 1.0 / (config.kl_anneal_hparams["warm_up"] * (train_data.dataset_size() / config.batch_size))
opt_…
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Hey, awesome project!
However, do I understand it correctly, that you use the word 'context' differently in your code, compared to your paper https://arxiv.org/pdf/1804.00779.pdf
In the paper, cont…
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Hey Joe,
I'm looking through your code trying to understand how to run the AVF algorithm with a convolutional model but am a bit confused about setting that up. It seems that by default you run a V…
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Hi,
I tried to implement the `bayesian_rnn` from the docs.
However, while trying to compute `log_joint`, I can't compute the log of prior `log_pz` because `w` is declared within a LSTM cell, so I …
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to foster community involvement - some richer sample code beyond MNIST should be tackled.
Generative Adversarial Networks is a hot topic amongst ML - and some sample code using swift should help enco…
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to foster community involvement - some richer sample code beyond MNIST should be tackled.
Generative Adversarial Networks is a hot topic amongst ML - and some sample code using swift should help enco…
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Hello,
I have been trying to experiment with amortized inference, but binding a placeholder to an observable variable keeps crashing. I have tensorflow 1.1.0 and edward 1.3.1. Here is an example co…