pymc-devs pymc4 issues - Githubissues

pymc-devs / pymc4

Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.

Apache License 2.0

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ERROR (aesara.graph.opt): Optimization failure due to: constant_folding

#327 arainboldt closed 1 year ago
1
calculation with tensor run errors

#326 mgendia closed 2 years ago
2
docs: redirect to correct repository name

#325 irvifa closed 2 years ago
1
Renamed all instances of pymc4 to pymc_tfp

#324 fonnesbeck closed 1 year ago
2
Added project discontinuation warning to README

#323 fonnesbeck closed 3 years ago
1
Add support for LocalLinearTrend and Seasonal

#322 kori73 closed 3 years ago
1
Add event_ndims to Transform class to fix shape errors in non-autobatching mode

#321 jdehning closed 1 year ago
3
Add log_likelihood to mcmc and vi samples

#320 Sayam753 closed 3 years ago
6
PYMC4.Bound not found

#319 muunetheus opened 4 years ago
3
Avoid vectorizing num_chain=1

#318 junpenglao closed 1 year ago
4
Sampling fails when `num_chains=1`

#317 tirthasheshpatel opened 4 years ago
5
Connecting pymc4 and diffeqpy for differential equations

#316 ChrisRackauckas opened 4 years ago
1
Clean ups

#315 junpenglao closed 4 years ago
2
Remove transformations for Discrete distributions

#314 Sayam753 closed 4 years ago
2
Implementation of zero inflated distributions

#313 aj8907 closed 4 years ago
4
ValueError: Cannot create a tensor proto whose content is larger than 2GB.

#312 cadama opened 4 years ago
2
Added pm.Deterministic class objects to sample state

#311 semohr closed 4 years ago
3
[WIP] Add features to ADVI

#310 Sayam753 closed 1 year ago
1
ENH: add MarginalGP model and fixes in covariance functions API

#309 tirthasheshpatel closed 1 year ago
23
Fix the doccer tool of kernel functions

#308 tirthasheshpatel closed 4 years ago
1
Numerical instabilities with tf.float32 for cholesky decomposition

#307 Sayam753 opened 4 years ago
3
Compound/Gibbs step and discrete suppot

#306 rrkarim closed 4 years ago
8
add jitter argument to gp models

#305 tirthasheshpatel closed 4 years ago
3
fix docs of kernel functions

#304 tirthasheshpatel closed 4 years ago
2
Fix docs in GP submodule

#303 tirthasheshpatel closed 4 years ago
2
Revert #271. Distributions now use their conditions attribute instead of _distribution

#302 lucianopaz closed 4 years ago
2
[Question] Is there a timeline or roadmap for PyMC4?

#301 jolespin opened 4 years ago
2
PyMC3 vs PyMC4 for a new project?

#300 maresb closed 4 years ago
2
Changes in PR #271 don't work with BatchStacker

#299 alexlyttle closed 4 years ago
2
Make pm.sample work with AR distribution

#298 kori73 closed 3 years ago
6
Error in transformed variables with manual model vectorization

#297 jdehning opened 4 years ago
4
Fix the MvNormal distribution and add reparametrize to GP

#296 tirthasheshpatel closed 4 years ago
4
Mass matrix adaptation sampling code in notebooks fails

#295 fonnesbeck opened 4 years ago
1
Write a notebook on manual model vectorization

#294 lucianopaz opened 4 years ago
1
`sample_prior_predictive` and `sample_posterior_predictive` issues with `use_auto_batching=False`

#293 dirmeier closed 4 years ago
2
Add log likelihood to arviz trace objects

#292 kyleabeauchamp closed 3 years ago
0
Backport support for coords from pymc3

#291 kyleabeauchamp opened 4 years ago
0
#194 Centralize Fixtures

#290 christhorn2 closed 4 years ago
4
Add Full Rank Approximation

#289 Sayam753 closed 4 years ago
17
Class level dimension and parameter information

#288 lucianopaz opened 4 years ago
1
Add SMC init support/Separate state and executor

#287 rrkarim closed 1 year ago
7
[WIP] Add SMC init support/progress bar with kernel ops tracing

#286 rrkarim closed 4 years ago
3
ENH: add all covariance functions for gp from PyMC3

#285 tirthasheshpatel closed 4 years ago
148
Implement mixture distribution

#284 dirmeier closed 4 years ago
7
No transformations for Bounded Distributions

#283 Sayam753 opened 4 years ago
0
[INF] Officially switching devcontainer

#282 ericmjl closed 4 years ago
1
Add a way to pass any kwarg to the underlying tfd distributions while building pm Distributions

#281 lucianopaz closed 4 years ago
6
Add Variational Inference Interface

#280 Sayam753 closed 4 years ago
12
INF: Manually add build sha for codecov report

#279 lucianopaz closed 4 years ago
1
Add support for Moyal distribution

#278 kori73 closed 4 years ago
1