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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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Allow to use Delta on numpy arrays without moving them to jax devices
#1777
fehiepsi
closed
5 months ago
2
Avoid unnecessary reshape for trivial expand
#1776
fehiepsi
closed
5 months ago
1
Remove the deprecated import jax.tree_map
#1775
fehiepsi
closed
6 months ago
0
Fix ensemble mcmc multiple run
#1774
amifalk
closed
6 months ago
1
Censoring example notebook
#1773
juanitorduz
closed
6 months ago
10
numpyro.deterministic static on infer.Predictive
#1772
AkiroSR
closed
5 months ago
13
Censoring Example
#1771
juanitorduz
closed
6 months ago
1
Verify result of `biject_to` satisfies the constraint.
#1770
tillahoffmann
closed
6 months ago
0
fixed lint for #1760
#1769
OlaRonning
closed
6 months ago
0
Factor Analysis/PPCA Tutorial
#1768
brendancooley
opened
6 months ago
1
Fix math rendering in variationally inferred parameterization tutorial
#1767
brendancooley
closed
6 months ago
2
Add `RecursiveLinearTransform` for linear state space models.
#1766
tillahoffmann
closed
6 months ago
1
Ruff format notebooks
#1765
ordabayevy
closed
6 months ago
1
Fix ruff not fixing linter errors
#1764
ordabayevy
closed
6 months ago
0
Correct control_flow.cond usage
#1763
tims457
closed
4 months ago
6
Add complex constraint and real Fourier transform.
#1762
tillahoffmann
closed
6 months ago
4
Fix ruff not format the changes
#1761
fehiepsi
closed
6 months ago
1
Add a warning message when using prng_key outside of seed
#1760
fehiepsi
closed
6 months ago
1
Add a note to seed handler to mention that its instances cannot be jitted directly
#1759
fehiepsi
closed
6 months ago
0
Add Initial SDVI Implementation
#1758
treigerm
closed
6 months ago
3
Raise `ValueError` if deterministic site is exposed in sub-guide.
#1757
tillahoffmann
closed
6 months ago
0
`TransformedDistribution` support too broad when using `AffineTransform` transformation?
#1756
arik-shurygin
closed
7 months ago
2
Custom sampling per site for non-HMC approaches
#1755
renecotyfanboy
closed
7 months ago
3
Add explicit reparametrizer.
#1754
tillahoffmann
closed
6 months ago
0
tracer error in blocked AutoGuide
#1753
amifalk
closed
6 months ago
12
[FR] MaskTransform
#1752
amifalk
closed
4 months ago
2
Add ZeroSumNormal distribution
#1751
kylejcaron
closed
6 months ago
24
Fix ECS to work with Haiku
#1750
OlaRonning
closed
7 months ago
0
Add median to batched auto-guides.
#1749
tillahoffmann
closed
7 months ago
0
Factored out HMCECS proxies to contrib
#1748
OlaRonning
closed
7 months ago
0
AttributeError: Can't pickle local object 'ESS.DifferentialMove.<locals>.make_differential_move.<locals>.differential_move'
#1747
amunozj
closed
7 months ago
2
Fix for pickling an MCMC object with HMCGibbs (and MixedHMC) samplers and parallel chains
#1746
msaintja
closed
7 months ago
0
sketched ecs_proxies
#1745
OlaRonning
closed
7 months ago
0
Adding HMCECS proxy functions
#1744
OlaRonning
closed
7 months ago
2
Address google/jax#19885 for numpyro.
#1743
tillahoffmann
closed
7 months ago
0
Can't pickle MCMC object (MixedHMC kernel) when `chain_method="parallel"`
#1742
msaintja
closed
7 months ago
3
random_flax_module broken
#1741
EmanuelSommer
closed
6 months ago
4
Speeding up NUTS and MCMC in tests
#1740
Jacob-Stevens-Haas
closed
4 months ago
3
`AutoNormal`, `AutoDelta`, and `AutoGuideList` do not support subsamples of variable size.
#1739
tillahoffmann
closed
2 months ago
2
fixing nested_sampling.py
#1738
renecotyfanboy
closed
7 months ago
4
Add auto-batched (low-rank) multivariate normal guides.
#1737
tillahoffmann
closed
7 months ago
2
Add github action for releasing
#1736
fehiepsi
closed
7 months ago
1
Bump to 0.14.0
#1735
fehiepsi
closed
7 months ago
1
Normalizing Flow MCMC
#1734
Qazalbash
closed
1 month ago
6
Using deprecated `jax.core.safe_map` in `ops/provenance.py`
#1733
GaetanLepage
closed
7 months ago
7
Raise `NotImplementedError` rather than return it.
#1732
tillahoffmann
closed
8 months ago
0
Support forward mode differentiation for SVI
#1731
juanitorduz
closed
8 months ago
3
progress_bar on/off affects sampling result
#1730
lucidfrontier45
closed
8 months ago
5
[FR] Add constraints.greater_than_eq
#1729
amifalk
closed
5 months ago
0
fix elbo normalization with multi_sample_guide=True
#1728
danielward27
closed
8 months ago
0
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