René's URL Explorer Experiment


Title: GitHub - compmem/numpyro: Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Open Graph Title: GitHub - compmem/numpyro: Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

X Title: GitHub - compmem/numpyro: Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Description: Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU. - compmem/numpyro

Open Graph Description: Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU. - compmem/numpyro

X Description: Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU. - compmem/numpyro

Opengraph URL: https://github.com/compmem/numpyro

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:779ab87f-6cb2-45ac-ee70-77ab00c86263
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id974C:1A31CE:2A4D75C:3A063F3:698DD7C4
html-safe-noncec0dafc3460aa1b58b1c4728ee21e2ab04d5aca3a0c1544210d676507026c035a
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5NzRDOjFBMzFDRToyQTRENzVDOjNBMDYzRjM6Njk4REQ3QzQiLCJ2aXNpdG9yX2lkIjoiNjk5MzI3NjgxNjQwMDk2MzUyNCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacdb624ca1fee832724fc1bc57d37381d87d204b965b5a15cdee6aee45e74c237c
hovercard-subject-tagrepository:725647398
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/compmem/numpyro
twitter:imagehttps://opengraph.githubassets.com/c39c0a60105a2820f519f48264435598818a4d9904cf98f9f7e951b1ff35a324/compmem/numpyro
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/c39c0a60105a2820f519f48264435598818a4d9904cf98f9f7e951b1ff35a324/compmem/numpyro
og:image:altProbabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU. - compmem/numpyro
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noned9c5a945db9d79f5476dbe75d3700f24739ef28ab02037163bdeac4050cd4ded
turbo-cache-controlno-preview
go-importgithub.com/compmem/numpyro git https://github.com/compmem/numpyro.git
octolytics-dimension-user_id428353
octolytics-dimension-user_logincompmem
octolytics-dimension-repository_id725647398
octolytics-dimension-repository_nwocompmem/numpyro
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id170580540
octolytics-dimension-repository_parent_nwopyro-ppl/numpyro
octolytics-dimension-repository_network_root_id170580540
octolytics-dimension-repository_network_root_nwopyro-ppl/numpyro
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release1e3d09effb9f6299d5990409f03a0dfa8eca8595
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/compmem/numpyro#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcompmem%2Fnumpyro
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcompmem%2Fnumpyro
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=compmem%2Fnumpyro
Reloadhttps://patch-diff.githubusercontent.com/compmem/numpyro
Reloadhttps://patch-diff.githubusercontent.com/compmem/numpyro
Reloadhttps://patch-diff.githubusercontent.com/compmem/numpyro
compmem https://patch-diff.githubusercontent.com/compmem
numpyrohttps://patch-diff.githubusercontent.com/compmem/numpyro
pyro-ppl/numpyrohttps://patch-diff.githubusercontent.com/pyro-ppl/numpyro
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fcompmem%2Fnumpyro
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fcompmem%2Fnumpyro
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fcompmem%2Fnumpyro
num.pyro.aihttps://num.pyro.ai
Apache-2.0 license https://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/LICENSE.md
0 stars https://patch-diff.githubusercontent.com/compmem/numpyro/stargazers
272 forks https://patch-diff.githubusercontent.com/compmem/numpyro/forks
Branches https://patch-diff.githubusercontent.com/compmem/numpyro/branches
Tags https://patch-diff.githubusercontent.com/compmem/numpyro/tags
Activity https://patch-diff.githubusercontent.com/compmem/numpyro/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fcompmem%2Fnumpyro
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fcompmem%2Fnumpyro
Code https://patch-diff.githubusercontent.com/compmem/numpyro
Pull requests 0 https://patch-diff.githubusercontent.com/compmem/numpyro/pulls
Actions https://patch-diff.githubusercontent.com/compmem/numpyro/actions
Projects 0 https://patch-diff.githubusercontent.com/compmem/numpyro/projects
Security 0 https://patch-diff.githubusercontent.com/compmem/numpyro/security
Insights https://patch-diff.githubusercontent.com/compmem/numpyro/pulse
Code https://patch-diff.githubusercontent.com/compmem/numpyro
Pull requests https://patch-diff.githubusercontent.com/compmem/numpyro/pulls
Actions https://patch-diff.githubusercontent.com/compmem/numpyro/actions
Projects https://patch-diff.githubusercontent.com/compmem/numpyro/projects
Security https://patch-diff.githubusercontent.com/compmem/numpyro/security
Insights https://patch-diff.githubusercontent.com/compmem/numpyro/pulse
Brancheshttps://patch-diff.githubusercontent.com/compmem/numpyro/branches
Tagshttps://patch-diff.githubusercontent.com/compmem/numpyro/tags
https://patch-diff.githubusercontent.com/compmem/numpyro/branches
https://patch-diff.githubusercontent.com/compmem/numpyro/tags
1,171 Commitshttps://patch-diff.githubusercontent.com/compmem/numpyro/commits/master/
https://patch-diff.githubusercontent.com/compmem/numpyro/commits/master/
.github/workflowshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/.github/workflows
.github/workflowshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/.github/workflows
dockerhttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/docker
dockerhttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/docker
docshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/docs
docshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/docs
exampleshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/examples
exampleshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/examples
notebookshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/notebooks
notebookshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/notebooks
numpyrohttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/numpyro
numpyrohttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/numpyro
scriptshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/scripts
scriptshttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/scripts
testhttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/test
testhttps://patch-diff.githubusercontent.com/compmem/numpyro/tree/master/test
.gitattributeshttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/.gitattributes
.gitattributeshttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/.gitattributes
.gitignorehttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/.gitignore
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/.pre-commit-config.yaml
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/.pre-commit-config.yaml
.readthedocs.yamlhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/.readthedocs.yaml
.readthedocs.yamlhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/.readthedocs.yaml
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/CONTRIBUTING.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/CONTRIBUTING.md
LICENSE.mdhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/LICENSE.md
LICENSE.mdhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/LICENSE.md
Makefilehttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/Makefile
Makefilehttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/Makefile
README.mdhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/README.md
pyproject.tomlhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/pyproject.toml
pyproject.tomlhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/pyproject.toml
setup.pyhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/setup.py
setup.pyhttps://patch-diff.githubusercontent.com/compmem/numpyro/blob/master/setup.py
READMEhttps://patch-diff.githubusercontent.com/compmem/numpyro
Contributinghttps://patch-diff.githubusercontent.com/compmem/numpyro
Licensehttps://patch-diff.githubusercontent.com/compmem/numpyro
https://github.com/pyro-ppl/numpyro/actions
https://numpyro.readthedocs.io/en/latest/?badge=latest
https://pypi.python.org/pypi/numpyro
https://patch-diff.githubusercontent.com/compmem/numpyro#numpyro
JAXhttps://github.com/google/jax
Docs and Exampleshttps://num.pyro.ai
Forumhttps://forum.pyro.ai/
https://patch-diff.githubusercontent.com/compmem/numpyro#what-is-numpyro
Pyrohttps://github.com/pyro-ppl/pyro
JAXhttps://github.com/google/jax
Pyro primitiveshttps://pyro.ai/examples/intro_part_i.html
examplehttps://github.com/pyro-ppl/numpyro#a-simple-example---8-schools
MixedHMChttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.mixed_hmc.MixedHMC
HMCECShttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.hmc_gibbs.HMCECS
Iterative NUTShttps://github.com/pyro-ppl/numpyro/wiki/Iterative-NUTS
TraceGraph_ELBOhttps://num.pyro.ai/en/latest/svi.html#numpyro.infer.elbo.TraceGraph_ELBO
TraceEnum_ELBOhttps://num.pyro.ai/en/latest/svi.html#numpyro.infer.elbo.TraceEnum_ELBO
numpyro.distributionshttps://numpyro.readthedocs.io/en/latest/distributions.html
functional pseudo-random number generatorhttps://github.com/google/jax#random-numbers-are-different
PyTorchhttps://pytorch.org/docs/stable/distributions.html
TFPhttps://num.pyro.ai/en/latest/distributions.html?highlight=tfp#numpyro.contrib.tfp.distributions.TFPDistribution
numpyro.handlershttps://numpyro.readthedocs.io/en/latest/handlers.html
https://patch-diff.githubusercontent.com/compmem/numpyro#a-simple-example---8-schools
MCMC.runhttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.mcmc.MCMC.run
HMCStatehttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.hmc.HMCState
non-centered paramaterizationhttps://mc-stan.org/docs/2_18/stan-users-guide/reparameterization-section.html
TransformedDistributionhttps://num.pyro.ai/en/latest/distributions.html#transformeddistribution
reparameterizationhttps://num.pyro.ai/en/latest/handlers.html#reparam
AffineTransformhttps://num.pyro.ai/en/latest/distributions.html#affinetransform
LocScaleReparamhttps://num.pyro.ai/en/latest/reparam.html#loc-scale-decentering
Predictivehttps://num.pyro.ai/en/latest/utilities.html#numpyro.infer.util.Predictive
https://patch-diff.githubusercontent.com/compmem/numpyro#more-examples
Bayesian Regression in NumPyrohttps://nbviewer.jupyter.org/github/pyro-ppl/numpyro/blob/master/notebooks/source/bayesian_regression.ipynb
Time Series Forecastinghttps://nbviewer.jupyter.org/github/pyro-ppl/numpyro/blob/master/notebooks/source/time_series_forecasting.ipynb
Annotation exampleshttps://num.pyro.ai/en/stable/examples/annotation.html
Baseball examplehttps://github.com/pyro-ppl/numpyro/blob/master/examples/baseball.py
Pyrohttps://github.com/pyro-ppl/pyro/blob/dev/examples/baseball.py
Hidden Markov Modelhttps://github.com/pyro-ppl/numpyro/blob/master/examples/hmm.py
Stanhttps://mc-stan.org/docs/2_19/stan-users-guide/hmms-section.html
Variational Autoencoderhttps://github.com/pyro-ppl/numpyro/blob/master/examples/vae.py
Pyro implementationhttps://github.com/pyro-ppl/pyro/blob/dev/examples/vae/vae.py
Gaussian Processhttps://github.com/pyro-ppl/numpyro/blob/master/examples/gp.py
Horseshoe Regressionhttps://github.com/pyro-ppl/numpyro/blob/master/examples/horseshoe_regression.py
Statistical Rethinking with NumPyrohttps://github.com/fehiepsi/rethinking-numpyro
Notebookshttps://nbviewer.jupyter.org/github/fehiepsi/rethinking-numpyro/tree/master/notebooks/
Statistical Rethinkinghttps://xcelab.net/rm/statistical-rethinking/
exampleshttps://num.pyro.ai/en/stable/
FAQshttps://patch-diff.githubusercontent.com/compmem/numpyro#frequently-asked-questions
https://patch-diff.githubusercontent.com/compmem/numpyro#overview-of-inference-algorithms
https://patch-diff.githubusercontent.com/compmem/numpyro#mcmc
NUTShttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.hmc.NUTS
HMChttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.hmc.HMC
reparameterizationhttps://num.pyro.ai/en/latest/reparam.html#module-numpyro.infer.reparam
bad geometryhttps://num.pyro.ai/en/latest/tutorials/bad_posterior_geometry.html
MixedHMChttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.mixed_hmc.MixedHMC
HMCECShttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.hmc_gibbs.HMCECS
herehttps://num.pyro.ai/en/latest/examples/covtype.html
BarkerMHhttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.barker.BarkerMH
HMCGibbshttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.hmc_gibbs.HMCGibbs
DiscreteHMCGibbshttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.hmc_gibbs.DiscreteHMCGibbs
SAhttps://num.pyro.ai/en/latest/mcmc.html#numpyro.infer.sa.SA
restrictionshttps://pyro.ai/examples/enumeration.html#Restriction-1:-conditional-independence
annotation examplehttps://num.pyro.ai/en/stable/examples/annotation.html
https://patch-diff.githubusercontent.com/compmem/numpyro#nested-sampling
NestedSamplerhttps://num.pyro.ai/en/latest/contrib.html#nested-sampling
jaxnshttps://github.com/Joshuaalbert/jaxns
JAXNS's readthedocshttps://jaxns.readthedocs.io/en/latest/
Nested Sampling for Gaussian Shellshttps://num.pyro.ai/en/stable/examples/gaussian_shells.html
https://patch-diff.githubusercontent.com/compmem/numpyro#stochastic-variational-inference
Trace_ELBOhttps://num.pyro.ai/en/latest/svi.html#numpyro.infer.elbo.Trace_ELBO
TraceMeanField_ELBOhttps://num.pyro.ai/en/latest/svi.html#numpyro.infer.elbo.TraceMeanField_ELBO
TraceGraph_ELBOhttps://num.pyro.ai/en/latest/svi.html#numpyro.infer.elbo.TraceGraph_ELBO
TraceEnum_ELBOhttps://num.pyro.ai/en/latest/svi.html#numpyro.infer.elbo.TraceEnum_ELBO
AutoNormalhttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoNormal
AutoDiagonalNormalhttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoDiagonalNormal
AutoMultivariateNormalhttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoMultivariateNormal
AutoLowRankMultivariateNormalhttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoLowRankMultivariateNormal
AutoDeltahttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoDelta
herehttps://github.com/pyro-ppl/numpyro/blob/bbe1f879eede79eebfdd16dfc49c77c4d1fc727c/examples/zero_inflated_poisson.py#L101
AutoBNAFNormalhttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoBNAFNormal
AutoIAFNormalhttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoIAFNormal
AutoDAIShttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoDAIS
AutoSurrogateLikelihoodDAIShttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoSurrogateLikelihoodDAIS
AutoSemiDAIShttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoSemiDAIS
AutoDAIShttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoDAIS
AutoLaplaceApproximationhttps://num.pyro.ai/en/latest/autoguide.html#numpyro.infer.autoguide.AutoLaplaceApproximation
https://patch-diff.githubusercontent.com/compmem/numpyro#stein-variational-inference
docshttps://num.pyro.ai/en/latest/contrib.html#stein-variational-inference
https://patch-diff.githubusercontent.com/compmem/numpyro#installation
JAX issuehttps://github.com/google/jax/issues/438
Windows Subsystem for Linuxhttps://docs.microsoft.com/en-us/windows/wsl/
CUDA on Windows Subsystem for Linuxhttps://developer.nvidia.com/cuda/wsl
this forum posthttps://forum.pyro.ai/t/numpyro-with-gpu-works-on-windows/2690
JAX GPU installation instructionshttps://github.com/google/jax#pip-installation-gpu-cuda
JAX on Cloud TPU exampleshttps://github.com/google/jax/tree/master/cloud_tpu_colabs
Cloud TPU VM JAX Quickstart Guidehttps://cloud.google.com/tpu/docs/jax-quickstart-tpu-vm
set_platformhttps://num.pyro.ai/en/stable/utilities.html#set-platform
https://patch-diff.githubusercontent.com/compmem/numpyro#frequently-asked-questions
PRNGKeyhttps://jax.readthedocs.io/en/latest/jax.random.html#jax.random.PRNGKey
seedhttps://num.pyro.ai/en/latest/handlers.html#seed
distributionshttps://numpyro.readthedocs.io/en/latest/distributions.html
SVI.get_paramshttps://num.pyro.ai/en/latest/svi.html#numpyro.infer.svi.SVI.get_params
substitutehttps://num.pyro.ai/en/latest/handlers.html#substitute
staxhttps://github.com/google/jax#neural-net-building-with-stax
flaxhttps://flax.readthedocs.io/en/latest/
haikuhttps://dm-haiku.readthedocs.io/en/latest/
VAEhttps://num.pyro.ai/en/latest/examples/vae.html
ProdLDAhttps://num.pyro.ai/en/stable/examples/prodlda.html
pyro-apihttps://github.com/pyro-ppl/pyro-api
documentationhttps://pyro-api.readthedocs.io/en/latest/dispatch.html#module-pyroapi.dispatch
good first issuehttps://github.com/pyro-ppl/numpyro/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22
forumhttps://forum.pyro.ai/
https://patch-diff.githubusercontent.com/compmem/numpyro#future--ongoing-work
pyro-apihttps://github.com/pyro-ppl/pyro-api
Funsorhttps://github.com/pyro-ppl/funsor
https://patch-diff.githubusercontent.com/compmem/numpyro#citing-numpyro
paperhttps://arxiv.org/abs/1912.11554
num.pyro.aihttps://num.pyro.ai
Readme https://patch-diff.githubusercontent.com/compmem/numpyro#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/compmem/numpyro#Apache-2.0-1-ov-file
Contributing https://patch-diff.githubusercontent.com/compmem/numpyro#contributing-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/compmem/numpyro
Activityhttps://patch-diff.githubusercontent.com/compmem/numpyro/activity
Custom propertieshttps://patch-diff.githubusercontent.com/compmem/numpyro/custom-properties
0 starshttps://patch-diff.githubusercontent.com/compmem/numpyro/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/compmem/numpyro/watchers
0 forkshttps://patch-diff.githubusercontent.com/compmem/numpyro/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcompmem%2Fnumpyro&report=compmem+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/compmem/numpyro/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/compmem/packages?repo_name=numpyro
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.