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Implement DiscreteHMM.sample()
awaiting review enhancement
#3050 opened Mar 21, 2022 by fritzo • Review required
1 task done
1.9 release
Add make tutorial to docs CI workflow
documentation testing WIP
#3012 opened Jan 25, 2022 by eb8680 • Review required
4
Implement Bayesian regression example from NumPyro in Pyro awaiting response documentation Examples
#3006 opened Jan 17, 2022 by arijc76 • Review required
8
Add a compatibility shim for using contrib.funsor with existing models
enhancement usability WIP
#2997 opened Dec 14, 2021 by eb8680 • Review required
Add modified Bayesian regression tutorial with more direct PyTorch usage
discussion Examples usability WIP
#2996 opened Dec 14, 2021 by eb8680 • Review required
1
Implementation of quantiles for messenger guides [WIP]
WIP
#2988 opened Dec 11, 2021 by vitkl • Review required
3
Use dependencies in the AutoReparam strategy
Blocked enhancement WIP
#2966 opened Nov 10, 2021 by fritzo • Draft 1.10
1
[WIP] Inference combinators
enhancement WIP
#2954 opened Oct 28, 2021 by stites • Draft
8 tasks
🚧 RSA vectorized prior achieved; L0 doesn't enumerate
Examples WIP
#2908 opened Aug 1, 2021 by jmuchovej • Draft
3
fix order of parameters in predictive
awaiting response Examples
#2905 opened Jul 20, 2021 by TradDog • Changes requested
2
New Trace_ELBO that generalizes Trace_ELBO, TraceEnum_ELBO, and TraceGraph_ELBO
awaiting review bug enhancement
#2893 opened Jul 3, 2021 by ordabayevy • Review required
14
Improve docstring example of PyroLRScheduler
awaiting response documentation
#2880 opened Jun 20, 2021 by gui11aume • Review required
3
[WIP] Type hints for NN and param store
WIP
#2865 opened Jun 8, 2021 by kamathhrishi • Review required
6
Add AutoGuide.predict*() methods
discussion WIP
#2851 opened May 18, 2021 by fritzo • Review required
1 task
[WIP] Autonormal encoder
WIP
#2849 opened May 17, 2021 by vitkl • Review required
12
Added tests for JIT Elbo classes in test_valid_models
bug jit testing WIP
#2799 opened Apr 8, 2021 by jamestwebber • Review required
1
ProdLDA tutorial improvements
awaiting review Examples
#2794 opened Apr 5, 2021 by ahoho • Review required
4
updating svi tutorial 1 with cells instead of inline
documentation WIP
#2723 opened Dec 25, 2020 by Padarn • Review required
2
Add more tests for collapse
WIP
#2702 opened Nov 26, 2020 by fehiepsi • Review required
13
Add log_likelihood helper utility
WIP
#2684 opened Oct 30, 2020 by ecotner • Review required
31
Adding Mean Field LDA draft example (yields bad results)
#2659 opened Oct 8, 2020 by ucals • Draft
2
Implement first version of IWAE with DReG
WIP
#2605 opened Aug 15, 2020 by fritzo • Draft
1 of 3 tasks
1
Add TMC estimator of reweighted wake-sleep wake-phi loss
discussion WIP
#2258 opened Jan 14, 2020 by eb8680 • Draft
1 of 7 tasks
Implement StudentT ops
discussion invalid
#2233 opened Dec 23, 2019 by fehiepsi • Review required
5 tasks done
20
add example usage of hmc with temporal gp model
discussion Examples WIP
#2132 opened Nov 8, 2019 by martinjankowiak • Review required
8
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