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pyro-ppl
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numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
https://num.pyro.ai
Apache License 2.0
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fix elbo normalization with multi_sample_guide=True
#1728
danielward27
closed
8 months ago
0
Fix import for jaxns compatibility
#1727
bmorris3
closed
7 months ago
4
Support forward mode differentiation for SVI
#1726
AndreaSalati
closed
8 months ago
1
HMCGibbs with chain_method=”vectorized”
#1725
WolfgangEnzi
closed
3 months ago
4
Incorrect elbo normalisation when multi_sample_guide is True
#1724
danielward27
closed
8 months ago
1
Fix sidebar not displayed properly on phone
#1723
fehiepsi
closed
8 months ago
0
Fix links in examples and tutorials
#1722
fehiepsi
closed
8 months ago
1
remove upper bound sphinx
#1721
juanitorduz
closed
8 months ago
2
Improve current ruff rules
#1720
juanitorduz
closed
8 months ago
2
Divergence checking does not maintain time-reversibility
#1719
howsiyu
closed
3 months ago
4
Add isort (ruff)
#1718
juanitorduz
closed
9 months ago
0
numpyro.render_model render unexpected graph with handler.do
#1717
yayami3
closed
9 months ago
1
numpyro.render_model render unexpected graph with handler.do
#1716
yayami3
opened
9 months ago
5
Implementation of DCC inference algorithm
#1715
treigerm
closed
7 months ago
5
Constrain values for AutoDelta.median()
#1714
amifalk
closed
7 months ago
1
AutoContinuous/funsor bug?
#1713
amifalk
closed
4 months ago
3
[FR] constrain values for AutoDelta.median()
#1712
amifalk
closed
7 months ago
6
Change case to render graph for conditioned nodes.
#1711
yayami3
closed
9 months ago
1
numpyro.render_model render unexpected graph with handler.condition
#1710
yayami3
closed
9 months ago
1
Equinox models integration
#1709
juanitorduz
opened
9 months ago
4
MCMC doesn't work with `Empirical` distributions
#1708
ma-sadeghi
closed
9 months ago
4
transfer_states_to_host convenience function
#1707
amifalk
closed
9 months ago
0
Add Entropy/Mode methods to discrete distributions
#1706
stergiosba
closed
3 months ago
3
Support optional pre-commit hooks
#1705
juanitorduz
closed
9 months ago
0
Remove `setup.cfg`
#1704
juanitorduz
closed
9 months ago
0
Hot fix: remove version requirement
#1703
juanitorduz
closed
9 months ago
1
CategoricalProbs Sample Discrepancies
#1702
stergiosba
closed
3 months ago
6
Tutorial Lotka Volterra multiple
#1701
A2P2
closed
5 months ago
16
Add ruff support
#1700
juanitorduz
closed
9 months ago
3
Memory leak in MCMC?
#1699
ctiennot
closed
4 months ago
16
Make possible to fix the number of LF steps and tune the step size
#1698
yayami3
closed
9 months ago
4
[FR] Add inference method for programs with stochastic support
#1697
treigerm
closed
3 months ago
5
Distributions Entropy Method
#1696
stergiosba
closed
1 month ago
22
Sample from distribution without storing
#1695
danjenson
closed
2 months ago
16
bug in NeuTraReparam
#1694
amifalk
closed
3 months ago
1
Support scan for Trace_ELBO
#1693
deoxyribose
closed
9 months ago
2
Add two ensemble sampling methods
#1692
amifalk
closed
8 months ago
10
[FR] add affine-invariant ensemble sampling (including DE-MCMC) and ensemble slice sampling
#1691
amifalk
closed
8 months ago
1
[FR] Implement ContinuousBernoulli
#1690
e-pet
closed
10 months ago
3
Reducing GPU memory usage
#1689
dbobrovskiy
closed
9 months ago
3
Use Cholesky decomp instead of inverting kernel
#1688
DanWaxman
closed
10 months ago
2
Enforce supported python version in setup.py
#1687
pierreglaser
closed
10 months ago
0
Fix faulty interaction between `jax.vmap` and `validate_args=True`
#1686
pierreglaser
closed
10 months ago
1
Scan doesn't work with replay
#1685
deoxyribose
closed
8 months ago
4
How to use vmap in the context of a model?
#1684
justindomke
closed
10 months ago
10
Compiling does not end if n_chains > 1 in multiprocessing
#1683
lucidfrontier45
closed
10 months ago
2
[Bug] `AutoNormal` does not respect high/low bounds on `TruncatedDistribution`
#1682
samvoisin
closed
10 months ago
6
Avoid Kumaraswamy numerical issues
#1681
fehiepsi
closed
10 months ago
1
Fix intersphinx issues
#1680
fehiepsi
closed
10 months ago
0
Update continuous.py
#1679
etymology
closed
10 months ago
0
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