blackjax

View on PyPIReverse Dependencies (23)

1.2.5 blackjax-1.2.5-py3-none-any.whl

Wheel Details

Project: blackjax
Version: 1.2.5
Filename: blackjax-1.2.5-py3-none-any.whl
Download: [link]
Size: 4648930
MD5: c2062707b987c46acebded84734690e7
SHA256: b46c31857ee9ff47027aa915c2c8d7eca3fec757f5054c6979ae0f2ee83cc773
Uploaded: 2025-02-07 12:41:14 +0000

dist-info

METADATA

Metadata-Version: 2.2
Name: blackjax
Version: 1.2.5
Summary: Flexible and fast sampling in Python
Author-Email: The Blackjax team <remi[at]thetypicalset.com>
Project-Url: homepage, https://github.com/blackjax-devs/blackjax
Project-Url: documentation, https://blackjax-devs.github.io/blackjax/
Project-Url: repository, https://github.com/blackjax-devs/blackjax
License: Apache License 2.0
Keywords: probability,machine learning,statistics,mcmc,sampling
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: MacOS
Classifier: Operating System :: POSIX
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Education
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Platform: Linux
Platform: Mac OS-X
Platform: Unix
Requires-Python: >=3.9
Requires-Dist: fastprogress (>=1.0.0)
Requires-Dist: jax (>=0.4.16)
Requires-Dist: jaxlib (>=0.4.16)
Requires-Dist: jaxopt (>=0.8)
Requires-Dist: optax (>=0.1.7)
Requires-Dist: typing-extensions (>=4.4.0)
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 5001 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.8.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
blackjax/__init__.py sha256=TyfhtaoyoIRddlmF2is9mTfwwX8sJjr3GwY44tdGevs 6010
blackjax/_version.py sha256=TMr8LMYqwOxH8ns1ajG19R94v90dG1s-k6RDNmWW25E 411
blackjax/base.py sha256=7CM9zRX9nvk4QR0XvRkJOGvraqcNOpC4441nYFtQ2Nw 5094
blackjax/diagnostics.py sha256=TcOviMPEHcvTcfD8i6jRxIPWevmTjXbPSqhGrIRg2tw 7915
blackjax/progress_bar.py sha256=7C8Nhccwg2-QlgXlmaw6RJz9PSu6k1QTD-TWMmbNP5o 3643
blackjax/types.py sha256=ZoB03YFyUoyun3HIaKEdVGnbJ8-m8jxfZrM9vNLnex4 1707
blackjax/util.py sha256=UoSV68ljs2ybhsQZHeKxDV2-clsAY_ajdw_VQ9S3L_Q 10956
blackjax/adaptation/__init__.py sha256=n5KoQv86jpnX6C-_u3pw32B_XGznkgYBTvviYFZrCWQ 275
blackjax/adaptation/adjusted_mclmc_adaptation.py sha256=FnSGq0l_JP4D9wccwptWlbt2j1T7BMJdKvvkcq6Odbk 13339
blackjax/adaptation/base.py sha256=w6pGWDsUS8EQ2FjMpXnJ2dz1Lt8F2wj5muH8vYF7T_M 1978
blackjax/adaptation/chees_adaptation.py sha256=BQcyzwh_B5zv0do6yRXS70YU7yIjom7gEqIr5rGwU2A 17456
blackjax/adaptation/mass_matrix.py sha256=3LlLLKeLk6PcQJEl5Do3gQ8kDl3zx8XCpB7I2fjhhhs 7640
blackjax/adaptation/mclmc_adaptation.py sha256=AibvPon4wCP4kYyvQCJ9Ivm5hxt9FxGkcpI6L-gHD30 11209
blackjax/adaptation/meads_adaptation.py sha256=McCTeYySP9-WTyRKB9EwhToRN9U7fG2lI1kr2mOHhPI 10925
blackjax/adaptation/pathfinder_adaptation.py sha256=vUH1AeO-PY1V9hgA48dNlgrs7XcZSHSf4R7OocbxPB8 7944
blackjax/adaptation/step_size.py sha256=C64nOxOgXoXkBMdkMl7ECGzbmiJkm8Ke6CF_QddQTTs 9557
blackjax/adaptation/window_adaptation.py sha256=pXX9YaPlwr4uObBQZyhYE83EcPSK1UNFFs2X3JJ5epU 16857
blackjax/mcmc/__init__.py sha256=64g1LAgu5fBu23Kd77j0x8qutRLGpwXeaRktXILkhVo 483
blackjax/mcmc/adjusted_mclmc.py sha256=O_JMcB4CevI4WFxjqag31jGLOJwEQYvR78Fwix_vrN0 8858
blackjax/mcmc/adjusted_mclmc_dynamic.py sha256=gCnXcuNyfkW0WRgB7BpdcHUBykiImADJ9qMNmLxXjPE 9477
blackjax/mcmc/barker.py sha256=_eNnQOrGhB3NDermOMGazhpshHRKUC4jhYbmaoz3iNE 9531
blackjax/mcmc/diffusions.py sha256=Pko9XBJLnMknkQYnF6vy6X-Tr8Y9GIwVgsxooaCw3fs 1590
blackjax/mcmc/dynamic_hmc.py sha256=dqr-1RZnZ-xFlR5yHBeNk2PstC_e5NdELkpchZadSrQ 6891
blackjax/mcmc/elliptical_slice.py sha256=b_ArOuHqalVcmlBctrlFY_io7h46rq2MuCSHkQPQi0s 9133
blackjax/mcmc/ghmc.py sha256=tgUVHCLKWpB5j7ic-6SvECPY-wvMDz-KKxcdJDlneDY 10926
blackjax/mcmc/hmc.py sha256=GiVsaml1-OiiC54lHP9gx5s-OKnF-Rlynkzc0PH9KTo 11017
blackjax/mcmc/integrators.py sha256=gi8XPmlzRebT9aXmtwO3mgSOK96vSRkjea7HSruA2ms 19357
blackjax/mcmc/mala.py sha256=F7TLDLOzrGQUCV0T8McKXnaRCyj6QlHdHcsgaDM9Tqk 5775
blackjax/mcmc/marginal_latent_gaussian.py sha256=HwyharC5_azvbA3Cy4m1lvHMJ5uI_8V2cJEw8hFZTyc 8430
blackjax/mcmc/mclmc.py sha256=x8qHOUXBO3Fp71CJCBaXBZMCLxJO3eRsmM-CUelnLww 4995
blackjax/mcmc/metrics.py sha256=XodeAz-fu9Y8gR6nG0n8qvItj2IeHrj71Tlwpfyu2Es 12727
blackjax/mcmc/nuts.py sha256=yiuzoFSs3FzIWcb30KltI491oj6ZjdtuBOJlAJcARFQ 11050
blackjax/mcmc/periodic_orbital.py sha256=5cDVBuV83NMBkbugHgrcaCCFvrCAe25qo1X32lbM5Q0 11964
blackjax/mcmc/proposal.py sha256=cg3YfasYLd9L8FXYBtryNa5GIYfr9Vn2vVZhowHBUU4 8596
blackjax/mcmc/random_walk.py sha256=ZjCDV5lV_HJFmLTS8KyXOl0P-7LpMM9OrJ_I0bc6Jr0 15645
blackjax/mcmc/rmhmc.py sha256=r9sw7KKeZ00RlobOkwI71j0I899FPGvbo7XcOPV8eX8 3098
blackjax/mcmc/termination.py sha256=s4og6NDQHFkMSh_9X1KMuW62rmhldC6VpNDK_4PdeqA 3680
blackjax/mcmc/trajectory.py sha256=UlXnOMc93zKjWlzKQHe1kjCT36s6novzvPV8VkHcBNM 22922
blackjax/optimizers/__init__.py sha256=u404b3zC6yEWepK0yk62wXlA_bInJgauVnScaKelm1w 86
blackjax/optimizers/dual_averaging.py sha256=_-jcUN45C4p-5X-fk1e38tXlADrFT2jhRyefdx1Kpwk 4491
blackjax/optimizers/lbfgs.py sha256=OMU9IB-AQ2pVXqHRBmS1hHOdGFtlTfqd9Wd5YZJ3ktc 11581
blackjax/sgmcmc/__init__.py sha256=b6xo8UkPJDMBaguhSC6Z5D94RHVlVYSUXP1zl9hAUO0 189
blackjax/sgmcmc/csgld.py sha256=x5gADEbfd8s09N_4ed2IAEZ8b6xwwseISzPnIpdkb-8 8691
blackjax/sgmcmc/diffusions.py sha256=IR7GxgHDtPbBOSn42e45fRwRkPTR_u9pJGCsY3-6OZM 3953
blackjax/sgmcmc/gradients.py sha256=MAHFn9LhJ49o8SzFf-7ln2myv1her_iO7dLYHdBwreE 4376
blackjax/sgmcmc/sghmc.py sha256=6vTp0k24WCs9XRLTHDz1LxNd-AtN3P4ASwRo2HuYKEc 4545
blackjax/sgmcmc/sgld.py sha256=4TJG5iZWxSiVrCNLjwIfIHGzoyhhmo4C5sZowJN-dcQ 3702
blackjax/sgmcmc/sgnht.py sha256=sNF4xWNQjVJw9d5iI1xbwvArzE9-bSfIkd22z50FE78 4549
blackjax/smc/__init__.py sha256=0CgJ3fOs_tUzv28YyDdHyn7Lxhlg0QnvLFCb3-MFsHw 230
blackjax/smc/adaptive_tempered.py sha256=hPUYyrrfJXm5FYeO8wOW9u6yv0AZTDaoNQvwZVvY54Y 5504
blackjax/smc/base.py sha256=VuJ7sHyanpne9bSoOM7zcT96wDONPwP60E8eQD5FhRc 6323
blackjax/smc/ess.py sha256=z7iFyYkaAMllkc8YrTzcIqenZfRe2CyCTck3SESusUw 2576
blackjax/smc/from_mcmc.py sha256=Uac2mNDk36ifWpmzENPIuFveGI91YHOzPq_PREA0rEk 2459
blackjax/smc/inner_kernel_tuning.py sha256=91A1JPG5kyiub-SNJwNAfT4lInvabz3OdH9FLMenSz0 5501
blackjax/smc/partial_posteriors_path.py sha256=Fxbx4k90Z_bb68GuNDOO9n1A1XfJiir5Su9RGgDWEkA 4451
blackjax/smc/pretuning.py sha256=7QUF0jB79IpOeA6QpN3CzdXj37-I8DPS7bACHvOKMIg 13371
blackjax/smc/resampling.py sha256=lI6zQGtQaQxMtDh2zdGG1izXY7E01DpHzJ5H7rxfmGM 4871
blackjax/smc/solver.py sha256=S3KzP1ECBSxLxAJl1cX0EjVOW6p3mULGjYsGfim8TXI 2493
blackjax/smc/tempered.py sha256=SCaVLFxG70cvQ_a2D0wH8nWDZhjdUbEMuOurvAGJHHA 6876
blackjax/smc/waste_free.py sha256=LEVee2f3TE91o7H3s-YRmyp-oX4eQZEbHMRKeyO5DAo 2379
blackjax/smc/tuning/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
blackjax/smc/tuning/from_kernel_info.py sha256=GzgbrT1Stx-AlK_rfH3Wny_3ghm2uYu_lPztDcGAsVo 1618
blackjax/smc/tuning/from_particles.py sha256=86OU9CbmkDp1V0ULZo2nG46SjXn92384JjWJPpFFfyw 1410
blackjax/vi/__init__.py sha256=bdIgq8yxBX0uUE2pyCW7VYBXLhIa7zIQlTLbtnyoam0 139
blackjax/vi/meanfield_vi.py sha256=Gdq9OnPo2LePQry6MAE5mrsjwI8j8PNXogCAnEwW9qQ 5386
blackjax/vi/pathfinder.py sha256=GTZTS-fTRjOQAEWDDwl-fofxdgtzFB794sNNdCHK1Ow 8871
blackjax/vi/schrodinger_follmer.py sha256=Wj_ZmPl8NFd5DtQ70N3CvfC1rfrvith-xJ9ogyZPC94 7101
blackjax/vi/svgd.py sha256=DymhDS4uI7CXIXiT2nHj613K67YphTvoUokPD_N46NE 5517
docs/bib.rst sha256=KX3mdA4P2xcEpuwK3_SCwJN8QzeIyH1NZkBciF18Tbc 45
docs/conf.py sha256=2gRpkyNbTs3Qw8zusc3eVhmlDCJXI-LnAD_SNFAym2g 4301
docs/index.md sha256=vBZssMoJ93CqQIEog6M3LDz72IudkeBocPL3QtQTibc 3166
docs/refs.bib sha256=K_IrSb0NOsV2yl7J5MpRfZ46DY8UiasW9lF-A8cnxRo 13981
docs/_static/blackjax.png sha256=gxcO09cARBjhGOGGTyOhIZI9x00WbpRn4aoIzNT8saA 161829
docs/_static/custom.css sha256=sUIAj3IiUb68yIqGV8Uq-4BswuWUqM1UCpACl2Nf7v8 439
docs/examples/howto_custom_gradients.md sha256=h1FIqf4oHLN2ox-YIULzVHAJR7TxygvrW7mQ_AToyg4 6060
docs/examples/howto_metropolis_within_gibbs.md sha256=L84k7Mm5u3tD-50cGg9HpxKw1oS7R0GGpNxLp7Y2L5A 12029
docs/examples/howto_other_frameworks.md sha256=rSisZuc1g7_7Ee6FBZgh5yeAsZuuR2Cbgy2S7N4p61c 6164
docs/examples/howto_reproduce_the_blackjax_image.md sha256=LABWfuKx2oLf_X9ZRJkRo749PX_jTIaSLXqCHoOOUSI 5494
docs/examples/howto_sample_multiple_chains.md sha256=fegV1hfopKNMjuai-7AO9cyZVY0x0tIUgg7eKVNLhHo 9865
docs/examples/howto_use_aesara.md sha256=bpfCHrMoAll8S8BWbSQZAd7JrNTY62HSobnDzS9uyKs 6722
docs/examples/howto_use_numpyro.md sha256=wgYl1CCNR0hIBZnCeD1ilhk9wkf7FAVn4hEriABEY1U 5248
docs/examples/howto_use_oryx.md sha256=8Kj9zPyZB_enFKgqebkw-R8kQ9ppv6O_oaVp-CwqHzU 6122
docs/examples/howto_use_pymc.md sha256=JdVJ2U5ykE1WBRfyEfFZqd25WPszIuok8bABQYM6QxM 3357
docs/examples/howto_use_tfp.md sha256=IUA5DlkNG_EFUYSwOPEAq-CHzqcZ7zW0aRuj469UT7E 4641
docs/examples/quickstart.md sha256=ZW3Xvap1UqLE2KQU2Y9cjuIm1sEUDaro-UAkraZtSMU 5876
docs/examples/scatter.gif sha256=0sAiGiaPQk20Rx_0bPY-55JWNhPsltUQFlCZ6tMj0Ko 4461357
docs/examples/data/blackjax.png sha256=Hl4zM1mr02ldJi8xkz_IhOzMZd_sbHDMu25pyMSekzw 4864
docs/examples/data/google.csv sha256=a5k6pJxUqn-V7UX5ztNMwvbl0ZqVYmTRmRU9iibupgw 63251
blackjax-1.2.5.dist-info/LICENSE sha256=nUmpsW5O129acZmTZnci9e19Vy3OntR5le2thOAFvj4 11354
blackjax-1.2.5.dist-info/METADATA sha256=Rsgm1of1WrXOJ2istJtYkOSB4SPwu1OnSbTOCr09gwQ 6476
blackjax-1.2.5.dist-info/WHEEL sha256=In9FTNxeP60KnTkGw7wk6mJPYd_dQSjEZmXdBdMCI-8 91
blackjax-1.2.5.dist-info/top_level.txt sha256=mlmSEstoy04zByasz7uNhsLM872_KaQqZdsgtxgN2cI 14
blackjax-1.2.5.dist-info/RECORD

top_level.txt

blackjax
docs