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When I do SMC on pymc3 with the command:
```python
with pm.Model() as model:
...
trace = pm.sample_smc(2000, cores=48, parallel=True, random_seed=123)
```
I receive the warning:
…
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1. why somwtimes the doi feild is string
["10.1029/2002JB001919"] and sometimes it is just list of string
2. why do you have two abstract feilda in jsonl files one in metadata and the other in prob…
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Hi,
First of all thank you for this project. I am invested in tensorflow stack however it has been extremely difficult to use the tensorflow_probability apis. I am new to whole probability and baye…
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#### Summary:
Add methods to run the CmdStan `variational` method and to retrieve estimates from the resulting Stan csv files.
#### Description:
To add this functionality we need to:
- add m…
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Change uses of WhitenedVariationalStrategy in tutorials to VariationalStrategy
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Hi @nicola-decao very nice work! I am thinking of using BNAF to do variational inference where the posterior is over a few thousand to tens of thousands dimensional space. I wonder if the current impl…
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Your package is making it a lot easier to think about this sort of thing. I'd like to get this automated for Soss models, but for now it's hard-coded and seems to work pretty well:
https://gist.githu…
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Hi. I am attempting to reproduce the ASR librispeech task using Lingvo
My hardwares consist of 16GPU( Cluster x 4 GPU-1080Ti), and i share my storage as NFS.
I changed batch size 96,48 -> 32 (b…
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Hi @fehiepsi, following the [discussion](https://forum.pyro.ai/t/using-pyro-inverse-autoregressive-flow-in-hmc-inference/1524) on the forum.
### Issue Description
Issue appears when I try to use N…
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I've started to think that maybe the gold standards should be in a separate project. This idea is not yet fully formed but I thought it would be good to put it out now. I'll use the name `goldstandard…