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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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autocorrelation function
#1828
jecampagne
opened
1 day ago
4
Inference for `gaussian_hmm` is broken on latest jax version (0.4.30)
#1827
damonbayer
opened
2 days ago
1
Allow to use NeuTra on models with plates
#1826
fehiepsi
closed
3 days ago
0
Allow for more general chain_method in MCMC
#1825
fehiepsi
closed
4 days ago
0
Support UnpackTransform.inv via pack_fn
#1824
fehiepsi
closed
4 days ago
0
Fixes `random_flax_module` with `flax.linen.BatchNorm`
#1823
juanitorduz
closed
4 days ago
4
Less than eq constaint
#1822
Qazalbash
closed
1 week ago
1
Update jax.tree_util.tree_map to jax.tree.map
#1821
fehiepsi
closed
1 week ago
2
Got Problems When Computing Log Likelihoods in a Scan-Based VAR Model
#1820
richardmkit
closed
5 days ago
2
Support vector lengthscales for RBF and Matern kernels
#1819
samanklesaria
closed
1 week ago
9
Convert explicit looping to bit twiddling for nuts u-turn calculations
#1818
andrewdipper
closed
1 week ago
3
filter out tests waiting for next tfp release
#1817
juanitorduz
closed
1 week ago
10
Make figure in AR2 example reproducible
#1816
damonbayer
closed
1 week ago
5
Figure in AR2 example is not reproducible
#1815
damonbayer
closed
1 week ago
0
Inference Test Failing
#1814
juanitorduz
closed
5 days ago
2
Large potential energy while using `HMCGibbs` at the initial stage
#1813
disadone
closed
2 weeks ago
3
How can I gibbs before HMC/NUTS?
#1812
disadone
closed
2 weeks ago
8
fix(contrib.hsgp): convert matern spectral density from frequency domain
#1811
brendancooley
closed
3 weeks ago
2
[FR] Utility for joint distributions
#1810
Qazalbash
closed
5 days ago
14
An auto guide's `_unpack_latent` and `_unpack_latent._inverse` don't use produce the same order
#1809
CKrawczyk
closed
4 days ago
1
fix(contrib.hsgp): fix incorrect dim arg to partial spectral density fns
#1808
brendancooley
closed
1 month ago
1
Truncated Power Law Distributions
#1807
Qazalbash
opened
1 month ago
4
[FR] Truncated Power Law distribution
#1806
Qazalbash
opened
1 month ago
0
contrib.hsgp: support vector-valued kernel hyperparameters
#1805
brendancooley
closed
1 week ago
3
Add Pareto Smoothed Importance Sampling (PSIS) diagnostic method
#1804
asmuzsoy
opened
1 month ago
0
Support multidimensional HSGP (numpyro.contrib.hsgp)
#1803
brendancooley
closed
1 month ago
10
Memory reduction fixes for MCMC sampler
#1802
andrewdipper
closed
1 week ago
4
example: multidimensional HSGP
#1801
brendancooley
closed
2 weeks ago
20
Add further entropy implementations.
#1800
tillahoffmann
closed
1 month ago
0
Add images to tutorial gallery
#1799
juanitorduz
closed
1 month ago
0
Fix typo at publish workflow that triggers the upload many times
#1798
fehiepsi
closed
1 month ago
0
Bump to 0.15.0
#1797
fehiepsi
closed
1 month ago
1
Add a note that Trace_EnumELBO does not work with AutoContinuous
#1796
fehiepsi
closed
1 month ago
0
Updat .pre-commit hook version
#1795
juanitorduz
closed
1 month ago
8
Add HSGP contribution module
#1794
juanitorduz
closed
1 month ago
6
add constraints.greater_than_eq, constraints.positive_semidefinite, constraints.nonnegative
#1793
amifalk
closed
2 months ago
0
fix singleton plate bug
#1792
amifalk
closed
2 months ago
0
Different supports in component distributions for mixture models
#1791
Qazalbash
closed
1 month ago
3
sample from distribution without storing
#1790
amifalk
closed
2 months ago
0
Predictive fix when deterministic sites are present
#1789
kylejcaron
closed
2 months ago
0
HSGP utility functions in the `contrib` module?
#1788
juanitorduz
closed
1 month ago
2
Add entropy implementations.
#1787
tillahoffmann
closed
2 months ago
1
mean_accept_prob significantly different after warmup
#1786
jonny-so
opened
2 months ago
8
Use biased autocorrelation estimate by default
#1785
jonny-so
opened
2 months ago
1
Relax check of positive definite constraint.
#1784
tillahoffmann
closed
2 months ago
1
Fix image sizes censoring notebook
#1783
juanitorduz
closed
2 months ago
2
Move nested sampling docs to contrib
#1782
fehiepsi
closed
2 months ago
0
ImportError: cannot import name 'CAR' from "numpyro.distrubutions.continuous'
#1781
ttakayaflexpower
closed
1 month ago
2
[FR] Support for different supports in component distributions for mixture models
#1780
Qazalbash
closed
1 month ago
5
Add Wishart distribution.
#1779
tillahoffmann
closed
1 month ago
0
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