aesara-devs aemcmc issues

aesara-devs / aemcmc

AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.

https://aemcmc.readthedocs.io/en/latest/

MIT License

39 stars 11 forks source link

issues

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Add examples to the README

#82 rlouf closed 2 years ago
0
Add examples to the README

#81 rlouf closed 2 years ago
3
Add a utility function to sample using `scan`

#80 rlouf opened 2 years ago
0
Set up scheduled nightly builds

#79 rlouf closed 2 years ago
0
Update NUTS to work with AePPL's new `joint_logprob` interface

#78 rlouf closed 2 years ago
4
Refactor NUTS builder to use the new `logprob` interface

#77 rlouf closed 2 years ago
0
Encapsulate the sampling steps using `OpFromGraph`

#76 rlouf closed 2 years ago
4
Add Student's t distribution to the location-scale family

#75 rlouf closed 2 years ago
1
Update `pre-commit`, `black`, `flake8`, `isort`, `mypy` versions in pre-commit hooks

#74 rlouf closed 2 years ago
1
Assign FFBS sampler to variables in HMM models

#73 rlouf opened 2 years ago
0
Make `construct_sampler` available in the `aemcmc` namespace

#72 rlouf closed 2 years ago
3
We should be able to import `construct_sampler` as `from aemcmc import construct_sampler`

#69 rlouf closed 2 years ago
1
Sample remaining variables with the NUTS sampler

#68 rlouf closed 2 years ago
4
Add the transformation between the inverse gamma and the exponential distributions

#67 rlouf closed 2 years ago
1
Add the relation between a Half-Cauchy and an Inverse-Gamma scale mix…

#66 rlouf opened 2 years ago
5
Add ratio distributions relations

#65 rlouf opened 2 years ago
0
Rewrite the Horseshoe Gibbs sampler to use our rewrite system

#64 rlouf opened 2 years ago
0
Add relation between different parametrizations?

#63 rlouf opened 2 years ago
0
Add relations for the Student t distributions

#62 rlouf opened 2 years ago
0
Add the `uniform` and `t` distributions to the location-scale family

#61 rlouf opened 2 years ago
0
Fix the mathematical expression for the loc-scale transform

#60 rlouf closed 2 years ago
3
The mathematical expression of the relation in `scale_loc_transform` does not correspond to this transform

#59 rlouf closed 2 years ago
1
Add closed-form posterior for gamma-poisson observation model

#58 rlouf closed 2 years ago
1
Add convolutions of distributions

#57 rlouf opened 2 years ago
1
Implement relations between distributions in the Leemis chart

#56 rlouf opened 2 years ago
1
Update `ShapeFeature` imports

#55 brandonwillard closed 2 years ago
3
Set `filterwarnings` to `error` in the tests

#54 brandonwillard closed 2 years ago
1
Change use of "opt[imize]" to "rewrite"

#53 brandonwillard closed 2 years ago
1
Change use of "optimize" to "rewrite"

#52 rlouf closed 2 years ago
0
Make `horseshoe_posterior` take and return non-reciprocal lambda and tau values

#51 brandonwillard closed 2 years ago
1
`normal_horseshoe_finder` does not return the expected posterior.

#50 rlouf closed 2 years ago
0
Add more scale-mixtures

#49 brandonwillard opened 2 years ago
1
Add more conjugate relationships

#48 brandonwillard opened 2 years ago
0
Assign NUTS sampler to remaining variables

#47 brandonwillard closed 2 years ago
3
Expand scale-mixtures

#46 brandonwillard opened 2 years ago
1
Add a function that constructs samplers

#45 brandonwillard closed 2 years ago
3
Add a forward-filter backward-sampler

#44 brandonwillard closed 2 years ago
1
Make sure that the beta-binomial relation can expand both ways

#43 rlouf opened 2 years ago
0
Extend unittests for some distributions.

#42 zoj613 closed 2 years ago
9
Make `deterministic_vars` and `updates` optional in `ModelInfo`

#41 rlouf closed 2 years ago
1
`deterministic_vars` and `updates` should be optional to initialize `ModelInfo`

#40 rlouf closed 2 years ago
0
Use the rule notation in docstring

#39 rlouf closed 2 years ago
1
Use rules notation to describe the beta-binomial relation

#38 rlouf closed 2 years ago
5
Add support for the Poisson-Gamma closed-form posterior

#37 rlouf closed 2 years ago
0
Lift random variables through mixtures when looking for closed-form posteriors

#36 rlouf opened 2 years ago
0
Add the NUTS sampler constructor

#35 rlouf closed 2 years ago
8
Add some general utilities and a README

#34 brandonwillard closed 2 years ago
2
Add test to check correctness of samples from multivariate normal distributions

#33 rlouf closed 2 years ago
0
Fix flaky tests

#32 rlouf closed 2 years ago
11
Add relation for recentering and rescaling

#31 rlouf closed 2 years ago
6

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