Staging Branch for Numpyro-Free Usage#255
Draft
DanWaxman wants to merge 2 commits into
Draft
Conversation
* dsx.infer for numpyro-free filtering and smoothing Decompose dsx.sample into dsx.infer (pure computation, returns InferResult) + numpyro site registration (via callback). Filter and Smoother are now numpyro-free: they compute results and return InferResult with a deferred _register_numpyro_sites callback that dsx.sample fires. All integration backends return (marginal_loglik, states, dists) tuples with no side effects. * Fix ty type error: cast states to jax.Array for HMM filter sites * Rename _sample_intp to _infer_intp * Address code review: rename to dsx.condition, fix empty obs, docstrings * Rename InferResult to ConditionedResult * Add NumPyro-free counterparts of tutorials 03 (filtering MLL) and 05 (optax MLE) --------- Co-authored-by: Dan Waxman <dan.waxman1@gmail.com>
Collaborator
Author
|
@theorashid I set up this draft PR as staging for the numpyro-free stuff. My proposed workflow would be to open new PRs targeting this branch ( |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Staging branch for numpyro-free usage.