numpyro

View on PyPIReverse Dependencies (97)

0.16.1 numpyro-0.16.1-py3-none-any.whl

Wheel Details

Project: numpyro
Version: 0.16.1
Filename: numpyro-0.16.1-py3-none-any.whl
Download: [link]
Size: 356100
MD5: ce7197d78af0c88b491a9afecd5ff1e5
SHA256: e26547bafedd29cdff763aa261931c81e4120cc909b7ab828f613b7ac2bbe8ea
Uploaded: 2024-12-05 00:05:14 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: numpyro
Version: 0.16.1
Summary: Pyro PPL on NumPy
Author: Uber AI Labs
Home-Page: https://github.com/pyro-ppl/numpyro
License: Apache License 2.0
Keywords: probabilistic machine learning bayesian statistics
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: POSIX :: Linux
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Requires-Python: >=3.9
Requires-Dist: jax (>=0.4.25)
Requires-Dist: jaxlib (>=0.4.25)
Requires-Dist: multipledispatch
Requires-Dist: numpy
Requires-Dist: tqdm
Requires-Dist: ipython; extra == "doc"
Requires-Dist: nbsphinx (>=0.8.9); extra == "doc"
Requires-Dist: readthedocs-sphinx-search (>=0.3.2); extra == "doc"
Requires-Dist: sphinx (>=5); extra == "doc"
Requires-Dist: sphinx_rtd_theme; extra == "doc"
Requires-Dist: sphinx-gallery; extra == "doc"
Requires-Dist: importlib-metadata (<5.0); extra == "test"
Requires-Dist: ruff (>=0.1.8); extra == "test"
Requires-Dist: mypy (>=1.13); extra == "test"
Requires-Dist: pytest (>=4.1); extra == "test"
Requires-Dist: pyro-api (>=0.1.1); extra == "test"
Requires-Dist: scikit-learn; extra == "test"
Requires-Dist: scipy (>=1.9); extra == "test"
Requires-Dist: dm-haiku; extra == "dev"
Requires-Dist: flax; extra == "dev"
Requires-Dist: funsor (>=0.4.1); extra == "dev"
Requires-Dist: graphviz; extra == "dev"
Requires-Dist: jaxns (==2.6.3); extra == "dev"
Requires-Dist: matplotlib; extra == "dev"
Requires-Dist: optax (>=0.0.6); extra == "dev"
Requires-Dist: pylab-sdk; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Requires-Dist: pyyaml; extra == "dev"
Requires-Dist: requests; extra == "dev"
Requires-Dist: tensorflow_probability (>=0.18.0); extra == "dev"
Requires-Dist: arviz; extra == "examples"
Requires-Dist: jupyter; extra == "examples"
Requires-Dist: matplotlib; extra == "examples"
Requires-Dist: pandas; extra == "examples"
Requires-Dist: seaborn; extra == "examples"
Requires-Dist: scikit-learn; extra == "examples"
Requires-Dist: wordcloud; extra == "examples"
Requires-Dist: jax[cpu] (>=0.4.25); extra == "cpu"
Requires-Dist: jax[tpu] (>=0.4.25); extra == "tpu"
Requires-Dist: jax[cuda] (>=0.4.25); extra == "cuda"
Provides-Extra: doc
Provides-Extra: test
Provides-Extra: dev
Provides-Extra: examples
Provides-Extra: cpu
Provides-Extra: tpu
Provides-Extra: cuda
Description-Content-Type: text/markdown
License-File: LICENSE.md
[Description omitted; length: 33961 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.6.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
numpyro/__init__.py sha256=p2u04EEjS-m9FqLNlo5-2frkcverLiSG4RcFKjx4QA0 1496
numpyro/diagnostics.py sha256=jetuYVJwt6zm0XmMr3pScfZD__D81FhzT4Jen3tyi1s 12229
numpyro/handlers.py sha256=oe0-wJbRPW85EswYV1QhXUnchk1wbpCzP0mYuRpeKQg 33853
numpyro/optim.py sha256=fud1UvPJFUdl0eaLWXxnGxLZ4u7hY8ATi5t1X_UQafg 11921
numpyro/patch.py sha256=lLdfx-bJvqlO4trdRZfNh3xl7JBd7VWNyoAZOYegiGc 709
numpyro/primitives.py sha256=i6bdv_nujdfJZPcobEWLqo57niqXScTFDzjVgh29TxU 25443
numpyro/util.py sha256=tyT6VvvpeCh1L_L7ws2KWEnHFT5XbSdCF4JUgwVi908 28448
numpyro/version.py sha256=pB853kKx5f4VJIZdeuMV2supzTVDg_xMNbjUJhdgmFU 108
numpyro/compat/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
numpyro/compat/distributions.py sha256=K0hXqzuixqszRyfvGk9qEciWRMGhGEiGIoPU31eTYHg 141
numpyro/compat/handlers.py sha256=hBpskjBOj2uGrVrpo_hsdaajVrcdpwUou8RAAJKH_0Y 136
numpyro/compat/infer.py sha256=PpTphC-HUa4UQbKRwUY5v1UnVnnKKY800aaDpw-8oJc 5149
numpyro/compat/ops.py sha256=GV-bO5tlsoiAwJR3MzhEAdCjmEFhW6ARBWInRCKVOOc 1207
numpyro/compat/optim.py sha256=OhzrTrUVYZaQkfwSZpDTDrYKF3siTqNQ1yBKrxeE6Dc 756
numpyro/compat/pyro.py sha256=gBvAQuplm7w9cx_CHTjVnp-_AGE5opjtopbvh5c77zg 1269
numpyro/compat/util.py sha256=XfiGtI10_1fWvU9w2SguUGqgQnvuxULsIBjC-gt6vkY 358
numpyro/contrib/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
numpyro/contrib/ecs_proxies.py sha256=Vl_qgZ_aleJPwxGreB8t_Don5PlMHkNR0aj8nF-O-5g 10431
numpyro/contrib/module.py sha256=mYKHB-bdhvHquY3vzP7hMuDwwqYTV_0WYDmmA2TvaeI 18632
numpyro/contrib/nested_sampling.py sha256=tVbz-EZ5klMIpWG97-l9RSn2Omw160-w77Hm5dSABL0 13211
numpyro/contrib/render.py sha256=vqE04vahgEGzdXG-laXvBOLtpIQFqpirzcaWAAqx0U4 336
numpyro/contrib/control_flow/__init__.py sha256=gZIAVMJVIQV57eQhF3NkuMrYvf-1jTQ7aRrZrJYB96M 215
numpyro/contrib/control_flow/cond.py sha256=4AI4QhGKGwM0IqUOTvg2botcY5NPzRu-lQrBDahuxbs 5906
numpyro/contrib/control_flow/scan.py sha256=kazhJ0eiC7BgNLVOmP8vyjCpzbGUxGNFperoCN5MPIQ 20390
numpyro/contrib/einstein/__init__.py sha256=X-i5irjXAPuo76g4ZFd6rAJMJ2Enz1nBh2V3cqUTKUQ 751
numpyro/contrib/einstein/mixture_guide_predictive.py sha256=Pl7GS83o3vmbRWW8Yr9syk1OTfs_pQ4j9ncs3IShvmQ 5042
numpyro/contrib/einstein/stein_kernels.py sha256=ePHkjiCAyFs73FA3Du0P2TupsUh5Q2Z2grqM1ODGlBA 15753
numpyro/contrib/einstein/stein_loss.py sha256=cdtzIQ4ZR07Y5WxID5o2y447iCyjL6jtz31l7pljn68 3479
numpyro/contrib/einstein/stein_util.py sha256=_tS6l2E-jaDMxBoDmSqAMvZvjqQimzCThIjGWVOzCYM 2968
numpyro/contrib/einstein/steinvi.py sha256=G5y3nhROgR3_PlW16AXvZinuRn8FRSG0jD88RHX2V-Q 30767
numpyro/contrib/funsor/__init__.py sha256=WO1dqOpB0k1_o5Cbw9jqp65hOyA35_cfLLBpzMSHlIA 1023
numpyro/contrib/funsor/discrete.py sha256=JLy0CoZIRJoELIvC1dvQF0mDpg9rfi8704sxFZVXr5c 6241
numpyro/contrib/funsor/enum_messenger.py sha256=S9XlY8t_BkmtK1Kbr0q5hjXS8C7avWHVcM8Av1imhTM 25830
numpyro/contrib/funsor/infer_util.py sha256=z7Ne3a6imy1MXSTw6r1K8ESqJOIKf85uug1WMMBCwx0 11742
numpyro/contrib/hsgp/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
numpyro/contrib/hsgp/approximation.py sha256=C5y-3LzS3jU8qk0PItjNTMS0ov0oCWVhqSCJZJdA8zE 7949
numpyro/contrib/hsgp/laplacian.py sha256=rRpBjNVsKz8KL-kAyn8rJtSfCieTSRoZAvXyjvp3DsQ 7892
numpyro/contrib/hsgp/spectral_densities.py sha256=OgxttjutEhN1G5CT4NdshKDL8aF79vsDD4mY7Hcc5qE 7042
numpyro/contrib/stochastic_support/__init__.py sha256=Fo4vNLhncTia4b_57wPZ8-KTOKqWyoMHOyuW-oeb3QU 235
numpyro/contrib/stochastic_support/dcc.py sha256=uRvBLLD0EyXRRZTmfumXOxjq4lpY2NvpuR9-m_cNsek 10872
numpyro/contrib/stochastic_support/sdvi.py sha256=2xzLEyzpJuC_KAdbNwI36W7gF5-XxqP1LWn3jOvPxl0 5210
numpyro/contrib/tfp/__init__.py sha256=0iWgvgo3cfaiEP2MZpib3ozTd7DMsmEqA2q_YEc9tx0 363
numpyro/contrib/tfp/distributions.py sha256=mvB4gr5QJshbhZMqIjGt8eRf6xQSTS9MfYymN5drcow 11201
numpyro/contrib/tfp/mcmc.py sha256=c_WAavCEMs7JJkXgT2TdhUOT8lrac807Gc2qpjZ8oR4 9742
numpyro/distributions/__init__.py sha256=aVE5tbDghcB10cPleYoEbCM4cCOLhpG_VQBgTx_CQKs 4595
numpyro/distributions/batch_util.py sha256=NHpnKJo4N904aUc_rnAZuYVDTQT8XZbZmpUCCC9WH78 17205
numpyro/distributions/conjugate.py sha256=SRPDtK9MCy6Iaf-xMVIUnS4zD0vxjYDPT3GewIAxMhQ 11042
numpyro/distributions/constraints.py sha256=sNdieEHPOurEXJzF-Cp5a4peao3QZTRX6YNpTWee-xw 25458
numpyro/distributions/continuous.py sha256=bJOjb3y8Oc5yqOrHeMeQzzxf4scwXECcy4gQXSqYTx4 110349
numpyro/distributions/copula.py sha256=wE_FFONSBQaRQT68Q1y-rO62M1XandKm1Z01tUjR8f8 4572
numpyro/distributions/directional.py sha256=II_7ExCeKSfYOb49xvQ4QV_6wKOI8pepq8jluAKhbXg 25918
numpyro/distributions/discrete.py sha256=elrW5T6HuiaLGzjIPw3BMsmbymeUNOtyp-VKkgQRSKk 33489
numpyro/distributions/distribution.py sha256=Tz1ehDq6IQdfacfWjD5rT8OGwbekdRl-qKzdWjU87pw 46157
numpyro/distributions/flows.py sha256=v1ObHLcYtaDRIC07M7wBuC7R8BxTcvc-LNWQ6-4Ng2o 5374
numpyro/distributions/gof.py sha256=SFl2-G3znSWwZZxby_vNsAvAGFnWVJbwuYzyjgq8z-Q 12933
numpyro/distributions/kl.py sha256=6kdVPQeo0wsjk_2xBIdMfcv27wVBGMzI-3LCrqCHjtg 9221
numpyro/distributions/mixtures.py sha256=Bk31paweu_7fgfRL1_S4RvYPvMHON-eBRJM12tSIxRs 16932
numpyro/distributions/transforms.py sha256=HK8nWzbMatTBcXJ-v3VGsiwftJUrcjyTihI9Ka9lmJY 55636
numpyro/distributions/truncated.py sha256=P3yDL25U3q0S753oXA2jFKFcKcRcPIk07o7xqYdMphc 34424
numpyro/distributions/util.py sha256=hu0CLuHlskaimAat5ymJwBtb3tnYC2Y9LPM3owhb_8k 24389
numpyro/examples/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
numpyro/examples/datasets.py sha256=g7kvfj3K4CMsJyCa_aB_EqbPfZZMpS21orvjIN2Fho0 12499
numpyro/infer/__init__.py sha256=MU9_f7jokbbVwIVnFUbZX7LkIKBe6_Tq0_g4nmYJtss 1333
numpyro/infer/autoguide.py sha256=6ZQUkyMZv_iK3yjBCvFL6miGLY-Cexv9QRuZQURCrTM 91887
numpyro/infer/barker.py sha256=79pZrOW9r4S4USqNhJjP4QLa0iw8eCuV2qSV4aKENIg 10863
numpyro/infer/elbo.py sha256=teP_1JaqTSEG8ne3I70vy6VvBUVB72-npWmAfEU2CSU 53791
numpyro/infer/ensemble.py sha256=YA3qX1hyDOscnZxIs85N2Mag_pC6PGZ_1xc4odogkhA 31641
numpyro/infer/ensemble_util.py sha256=tcfxo-PKBBcQ2UN1olZWpMjcnicvFoWcFx7oQnxfdLI 1562
numpyro/infer/hmc.py sha256=7RgIPDiS3szhXpb61vCD3INHfDFuodZh5XmMgOBtczw 42369
numpyro/infer/hmc_gibbs.py sha256=O97NtoX7FrCHYOqmrVkX6dvJQn8vAsJ8Dqf8ekTol40 30928
numpyro/infer/hmc_util.py sha256=dF-A2ByKwow9fxpIuhoRI6WQReOVjB8jA-ScDUyNtoA 50007
numpyro/infer/initialization.py sha256=6usSWubAiowVFY-NJ3qRcGR7eyNViCAo3DtKUmXuFGY 4780
numpyro/infer/inspect.py sha256=JDlkqwYZ9fLGHWUxCV20rphpiEzAULzflnwT7Da994E 23119
numpyro/infer/mcmc.py sha256=5g4P4LMR164kVuRryZWFjLhbVxPiW43rhMIdC2SKgG4 34182
numpyro/infer/mixed_hmc.py sha256=Sy5mnrsfZnws11pUBY_gGLSFrwMuIURv2dnUcxuP6ks 13487
numpyro/infer/reparam.py sha256=Vtti2p9L8k7xE_aRi_RFg-tBGC73NqMXA8nPBUY0AJw 15323
numpyro/infer/sa.py sha256=ivbmq60Vv5I-c3XFmw1_GMZDoGxRcQ-BeUnhvbL8VAo 15889
numpyro/infer/svi.py sha256=kTBu754eWJM5U7HNLu10gNz46in5X86UzR6kMRwj99U 19414
numpyro/infer/util.py sha256=ySWihSN_xVpVU7CYOumH6iJtTl_oYxCsIkZmUVbwrkY 47184
numpyro/nn/__init__.py sha256=JiZrdLbUpw6i2rB3XAp0wQ5VZ1Wwtsavip0_gDDh3J4 346
numpyro/nn/auto_reg_nn.py sha256=FGkyun7i-1aval4dIh0e4dOSZ8n-WJO-2jQzkpMHmdo 7067
numpyro/nn/block_neural_arn.py sha256=OfWVDjqzW_3Nbd2ng1g3MPw__OPPaT4c_RY8iQ-MaII 6776
numpyro/nn/masked_dense.py sha256=p50wi88aE0_q5VLZa4pgU7bMzcbqINvIf3ENKm9ytzE 1457
numpyro/ops/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
numpyro/ops/indexing.py sha256=AZ8eafutcs6I9cx6nzSNtrefRa3GYqzhbMKzfPeXCW0 5446
numpyro/ops/provenance.py sha256=PpD18bz8xbP3sy6e1YAstaDvJJiqxZ8FjaolyXm9Hus 3945
numpyro/ops/pytree.py sha256=8dP-YziTNW9AQKYK27SGhGCpqui7tOfgW2RJ-dI1JU4 2592
numpyro-0.16.1.dist-info/LICENSE.md sha256=z8d0m5b2O9McPEK1xHG_dWgUBT6EfBDz6wA0F7xSPTA 11358
numpyro-0.16.1.dist-info/METADATA sha256=x3-UrUBviIChRz3ZZrPY8ndKFaM8Bp84kXm-uWggDgs 36697
numpyro-0.16.1.dist-info/WHEEL sha256=PZUExdf71Ui_so67QXpySuHtCi3-J3wvF4ORK6k_S8U 91
numpyro-0.16.1.dist-info/top_level.txt sha256=01TYzmrwYmae9ZNCxMrHVP0iX8opNIsY4vrcHp8CSlo 8
numpyro-0.16.1.dist-info/RECORD

top_level.txt

numpyro