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

Newest

Newest Most commented Recently updated Oldest Least commented Least recently updated

Design robust calibration tests for samplers

#30 rlouf opened 2 years ago
0
Add relation for the Beta-Binomial observation model

#29 rlouf closed 2 years ago
14
Add a Gibbs sampler for the negative-binomial dispersion parameter

#28 xjing76 closed 2 years ago
16
Add a Metropolis-within-Gibbs sampler

#26 rlouf closed 2 years ago
7
Build `nbinom_horseshoe_gibbs` sampler from the graph

#25 rlouf closed 2 years ago
2
Construct samplers from models

#24 rlouf closed 2 years ago
1
Remove the intercept assumption in Gibbs samplers

#23 rlouf closed 2 years ago
4
Make `aemcmc` compatible with sparse data input

#22 rlouf closed 2 years ago
1
Remove Python 3.6 and add 3.10 to CI test matrix

#21 rlouf closed 2 years ago
4
Update python versions in tests

#20 rlouf closed 2 years ago
0
Use `at.dot` instead of `@` to support sparse data matrices

#19 rlouf opened 2 years ago
1
Bump black version to 22.3.0 in pre-commit

#18 rlouf closed 2 years ago
0
Generalize `horseshoe_nbinom_gibbs`

#17 brandonwillard closed 2 years ago
0
Standardize the sampler-constructor interface

#16 brandonwillard closed 2 years ago
5
Add mypy to pre-commit checks

#15 rlouf closed 2 years ago
1
Add Mypy to `pre-commit` checks

#14 brandonwillard closed 2 years ago
1
Add a Gibbs sampler for the regularized logistic regression

#13 rlouf closed 2 years ago
4
Implement sampler for logistic regularized regression

#12 rlouf closed 2 years ago
2
Implement sampler for linear regularized regression

#11 rlouf closed 2 years ago
0
Implement sampler for regressions with a `horsehoe+` prior

#10 rlouf opened 2 years ago
0
Document the Negative binomial gibbs sampler

#9 rlouf closed 2 years ago
7
Make `horseshoe_nbinom_gibbs` return a kernel

#8 rlouf closed 2 years ago
3
Move PolyaGammaRV upstream in aesara?

#7 rlouf closed 2 years ago
4
Implement a function that constructs FFBS samplers for model graphs

#6 brandonwillard closed 2 years ago
0
Add support for recentering and rescaling

#5 brandonwillard closed 2 years ago
2
Add support for closed-form posteriors

#4 brandonwillard closed 2 years ago
3
Create a framework for matching models to samplers

#3 brandonwillard closed 2 years ago
1
Create a Conda package for AeMCMC

#2 brandonwillard closed 2 years ago
0
Add a Gibbs sampler for the Horseshoe prior and a Polya-gamma normal scale-mixture expansion

#1 zoj613 closed 2 years ago
2
Add reversible jump MCMC

#27 rlouf opened 3 years ago
1