pyro-ppl pyro issues - Githubissues

pyro-ppl / pyro

Deep universal probabilistic programming with Python and PyTorch

http://pyro.ai

Apache License 2.0

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issues

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How to confirm the training is converged?

#3359 AmosJoseph closed 7 months ago
1
[FR] Predictive with deterministic site in the guide

#3358 OlaRonning opened 7 months ago
6
Unpin ruff version

#3357 BenZickel closed 7 months ago
0
Fix ruff settings & remove flake8 and isort settings

#3356 ordabayevy closed 7 months ago
0
Use of the outdated 'jupyter' metapackage

#3355 yurivict closed 7 months ago
3
Fix ruff version to 0.3.4 in order to overcome issue with version 0.3.5.

#3354 BenZickel closed 7 months ago
1
Use ruff instead of black formatter

#3353 ordabayevy closed 7 months ago
0
Resampler for weighed samples

#3352 BenZickel closed 7 months ago
2
Add effective sample size analytics to WeighedPredictive results

#3351 BenZickel closed 7 months ago
1
Add effective sample size analytics to WeighedPredictive results

#3350 BenZickel closed 7 months ago
0
GCC-8 CI error test

#3349 ordabayevy closed 7 months ago
3
[BUG] Coregionalize() kernel unable to be used

#3348 2mLi closed 7 months ago
2
Add support for named dims (`torchdim`)

#3347 ordabayevy opened 8 months ago
0
Auto regressive nn on gpu - revisited

#3346 cafletezbrant closed 8 months ago
0
Introducing pyro.infer.predictive.WeighedPredictive which reports weights along with predicted samples

#3345 BenZickel closed 8 months ago
2
Update auto_reg_nn.sample_mask_indices() to be default device-aware

#3344 cafletezbrant closed 8 months ago
11
Got runtime error when using hmc / mcmc together with sequential enumeration

#3343 ljlin closed 2 months ago
5
Type annotate `pyro.nn.dense_nn` and `pyro.nn.auto_reg_nn`

#3342 ordabayevy closed 8 months ago
0
Using PyroModule with torch.nn.ModueList fails for nested modules

#3341 MartinBubel closed 8 months ago
2
Add function for calculating quantiles of weighed samples.

#3340 BenZickel closed 8 months ago
1
Introducing PyroModuleList, because torch.nn.ModueList reinitializies modules when slice-indexing

#3339 MartinBubel closed 8 months ago
4
Torchscript error in JitTraceEnum_ELBO Torch Version 2.2.1, CUDA Version: 12.3

#3338 mtvector opened 8 months ago
1
Type annotate `pyro.nn.module`

#3337 ordabayevy closed 8 months ago
0
Enable type checking of the tests folder

#3336 ordabayevy closed 8 months ago
4
small update doc HMC

#3335 dario-coscia closed 8 months ago
0
Fix typing of poutine.trace(model).get_trace()

#3334 fritzo closed 8 months ago
1
Explicitly import distributions from torch

#3333 fritzo closed 8 months ago
2
VS Code mypy warnings due to Pyro's type hints

#3332 fritzo opened 9 months ago
1
[discussion] Time Complexity of calculating ITEs in CEVAE

#3331 william-wang-stu closed 9 months ago
1
Bump version to 1.9.0

#3330 fritzo closed 9 months ago
1
Fix action link for publishing to PyPI

#3329 fehiepsi closed 9 months ago
1
Fix interaction between PyroParam and torch.func.grad

#3328 eb8680 closed 9 months ago
2
Add a simple PyTorch training example

#3327 eb8680 closed 9 months ago
0
Add .github/workflows/publish.yml to publish to pypi.org

#3326 fritzo closed 9 months ago
1
Fix bug in CVAE example

#3325 FDUguchunhui closed 9 months ago
0
[FR] Tutorial on PyroModule + ELBO module training with torch optimizers

#3324 fritzo closed 9 months ago
0
Document InferDict and Message typed dicts

#3323 fritzo closed 9 months ago
0
Add detailed descriptions of `Message` and `InferDict` keys

#3322 ordabayevy closed 9 months ago
2
Annotate handlers & add py.typed

#3321 ordabayevy closed 9 months ago
0
Port implementation of SimplexToOrderedTransform from numpyro

#3320 peblair closed 9 months ago
1
How to translate into Chinese

#3319 TimShitPig opened 9 months ago
0
Get CI working with new black, torch, pytest

#3318 fritzo closed 9 months ago
1
Prevent observation masks improperly expanding samples in plates

#3317 austinv11 closed 9 months ago
6
[FR] Support Automatic Mixed Precision training

#3316 austinv11 opened 9 months ago
7
[feature request] Add the Hypergeometric distribution?

#3315 austinv11 opened 10 months ago
2
Mypy Cannot fined implementation or library stub for module named pyro

#3314 fritzo closed 9 months ago
0
Fix mypy and line-too-long errors

#3313 fritzo closed 10 months ago
0
Mypy `warn_unreachable=True`

#3312 ordabayevy closed 10 months ago
0
Add simple RandomWalkKernel

#3311 martinjankowiak closed 10 months ago
0
[Docs] Potential small error in docs on SVI

#3310 jamesborg46 closed 10 months ago
0

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