edward
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blei-lab
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
When installing edward using the default method (`pip install edward`) and using the tensorflow versions specified in the setup.py (tensorflow>=1.2.0rc0), I get the following for some of the get started...
https://arxiv.org/abs/1608.04471 It looks like an interesting inference technique that would be nice to have in Edward.
I used seed as: ed.set_seed(1) ed.util.set_seed(1) when I use: inference = ed.KLqp({z: qz}, data) inference.update() the loss is different.
I use the example code，but… 
Is Edward not compatible with newer versions of TF? If not how do I get around this issue? Thanks.
When trying to run the PPCA example given, I get errors from TensorFlow. Running version 1.14, I get: "AttributeError: module 'tensorflow.python.framework.op_def_registry' has no attribute 'register_op_list'" If I go to newer...
Could someone tell me where is the code and documentation for Compositions of inference? In the home page of Edward, it says it support Message passing algorithms, which I would...
when I import edward: File "", line 1, in File "F:\edward\edward\__init__.py", line 5, in from edward import criticisms File "F:\edward\edward\criticisms\__init__.py", line 7, in from edward.criticisms.evaluate import * File "F:\edward\edward\criticisms\evaluate.py", line...
I got this error: TypeError Traceback (most recent call last) in () ----> 1 tf.flags.DEFINE_string("data_dir", default="/tmp/data", help="") 2 tf.flags.DEFINE_string("out_dir", default="/tmp/out", help="") 3 tf.flags.DEFINE_integer("M", default=128, help="Batch size during training.") 4 tf.flags.DEFINE_integer("d",...
I have been trying to install `tensorflow` and `edward` on my macos laptop and I failed following all the recipes in the web. This is how I installed edward and...
