pymc

View on PyPIReverse Dependencies (102)

5.20.0 pymc-5.20.0-py3-none-any.whl

Wheel Details

Project: pymc
Version: 5.20.0
Filename: pymc-5.20.0-py3-none-any.whl
Download: [link]
Size: 502411
MD5: ed7d3ec4197208a89fceef7b6d6aa3ea
SHA256: f0604e0b044aea5bd95b4c5ca00c44715e9a0e0ad5a781b5f33b84d2f8ff1c88
Uploaded: 2025-01-08 17:08:35 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: pymc
Version: 5.20.0
Summary: Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with PyTensor
Maintainer: PyMC Developers
Maintainer-Email: pymc.devs[at]gmail.com
Home-Page: http://github.com/pymc-devs/pymc
License: Apache License, Version 2.0
Classifier: Development Status :: 5 - Production/Stable
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Operating System :: OS Independent
Requires-Python: >=3.10
Requires-Dist: arviz (>=0.13.0)
Requires-Dist: cachetools (>=4.2.1)
Requires-Dist: cloudpickle
Requires-Dist: numpy (>=1.25.0)
Requires-Dist: pandas (>=0.24.0)
Requires-Dist: pytensor (<2.27,>=2.26.1)
Requires-Dist: rich (>=13.7.1)
Requires-Dist: scipy (>=1.4.1)
Requires-Dist: threadpoolctl (<4.0.0,>=3.1.0)
Requires-Dist: typing-extensions (>=3.7.4)
Description-Content-Type: text/x-rst
License-File: LICENSE
[Description omitted; length: 14459 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.7.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
pymc/__init__.py sha256=26bnLWJvO_XWLbI9JVksXNlrC_zH6TVPmxWJBMGVXs4 2607
pymc/_version.py sha256=wyNra9cZGdu_ncbsBT6qKVIawPy2Ol2Dt4LuMrPOFtI 498
pymc/blocking.py sha256=UP2mqUy3fdDUhxpf16Q-NSNOM1MjBJA_An8Bo6PYzdI 3569
pymc/data.py sha256=bi_2XHzlK2ILzrbDKRGTpQOZvAYVhlPqpWlVPA6YpQ0 15558
pymc/exceptions.py sha256=ISVwx0ZODVSGyiniBSrfOH1kiyaLLis1hvAOhFXw2cU 2650
pymc/func_utils.py sha256=0U6avwdNtqyXBEX846DvqynouXIhOOgwnS87PS4j9j8 7759
pymc/initial_point.py sha256=P0QcRXczBlQchO1GJdE7AICkQb0iVRWZdGZozq4I50g 11371
pymc/math.py sha256=dOJsOaI_1gns0u8IN8YKsU13RVpYcly9uRzG3o06DO4 13105
pymc/model_graph.py sha256=8q0ZTek9p1TwtOT_MbhYJGZkxz-YS4I_q8zQ-SvFJgw 25825
pymc/printing.py sha256=ClRAHjhEdQdwRzvFV2UjA0qZnCIkCfOumH_Aip31ZBE 11185
pymc/pytensorf.py sha256=35kkKkB0WWIiw7D4JXOzrIWm2HuQNW4gBRhKdZudRyc 38687
pymc/testing.py sha256=IHo3GtJsNvPfgLlLN3rICwXGM6_w3DyEFheyfdCTmMs 37149
pymc/util.py sha256=WnnVMqd2q6Yfh-zAzAXd-EWknlw0Kyxvtn6-rMMggo8 22517
pymc/vartypes.py sha256=GK0ldM4IPPlCEBPHpfUHJbGhfz-LFBzwqv_-pqB856Y 1267
pymc/backends/__init__.py sha256=N7K2YmJXFXn8dgL5XX5zhT0rhtV1SRfmR4a969QeW_0 4855
pymc/backends/arviz.py sha256=GHsFjmBVUZCaHhCP7Mu_eF9z6P8ZO1DzTcx4JkGUiZY 24675
pymc/backends/base.py sha256=_JU4MotjZ2QRD6QCCPiTBaKiN76d6gpivUOAf9yqMbU 20255
pymc/backends/mcbackend.py sha256=4zPxzxCzkGJRcTjEl7z8Xt_YBvS3QH4gp359sa3Q98g 10542
pymc/backends/ndarray.py sha256=HEyGDy35TWBJvpUB0hnQffYU1IrioTZ9j1nb_bYuL-I 8292
pymc/backends/report.py sha256=6cvvV56zXLzmkpAw_bi4PDXFfxMj9SrxFaZWyAES0ho 3125
pymc/distributions/__init__.py sha256=CqXIE44fAcTARuDQb2sVv9E_L0uCkLE6qgMqxB6Hu_I 4272
pymc/distributions/censored.py sha256=Tya_Gb-EFPy-eY1jvobP5lk3U0KmFpu63m-Xwd76_ug 5440
pymc/distributions/continuous.py sha256=p3mIP9ZPEd5oZgtfvSwm3eJc4Bt1Q4aUhi6QRSiq0nU 124794
pymc/distributions/custom.py sha256=_97epL1-mOsMmnGdx34gFrNLhkLrpRbI9a0fUbe21dw 31320
pymc/distributions/discrete.py sha256=uued1kvwLnK7Aq6AGN2Ewjf6926UoAbK0suFf-hpN14 42126
pymc/distributions/dist_math.py sha256=hIHL4fbJjQ5eJnhz6Nuc1tyfo8T3eeT1VgqMlrBHD2I 13139
pymc/distributions/distribution.py sha256=Bz2u1b49ZGS7K3gyYMDpkQr_UTRKwfe9qNV44Pgl8l4 31325
pymc/distributions/mixture.py sha256=p3WEPqaxKydnNgH40gKRZN3fwWMGyL2b01ADgllmbXE 36134
pymc/distributions/multivariate.py sha256=hBhtj-mbXfrCuFNDnz2yls7VkfVD-JFXsjafsaxrZJc 99347
pymc/distributions/shape_utils.py sha256=nLdhKVkNhzC5Th1kbzASQALN_kuLnp1A14kofX_U65A 16169
pymc/distributions/simulator.py sha256=2mHaJvMq06yj0G6waL75kv7FJ1YPpnPxlF21h8nrlwQ 12962
pymc/distributions/timeseries.py sha256=CrErkZaxkGE8vI9AzBSnFepmffeKYj-qPwcnfcMnq5U 38628
pymc/distributions/transforms.py sha256=UtxrC8nCcYnODb-6hZQODp9syOwuYMOaDFowAruDYVQ 10887
pymc/distributions/truncated.py sha256=qebKtGegf8QdL1fK7FosPA8EwpYX5iE2swOf1qSJCR0 17689
pymc/distributions/moments/__init__.py sha256=_OIBMySxvQnxUVwTa7NuVX4P4QOgK3LlB8gdcoBbX40 728
pymc/distributions/moments/means.py sha256=U3SXnxDTO2hmb95sbms81YTPWmubAvUMarp3s7CkJ2k 12880
pymc/gp/__init__.py sha256=hzYx3uOO7szRUmjBr-n43qeUaKkWppFSYDz2RgVMLkE 853
pymc/gp/cov.py sha256=tQJMWq4SqZtsRZbCQ1i_EdpKP0IoJ8N59jW27Z-kd54 39087
pymc/gp/gp.py sha256=FfQ8dO_hOrLJ0BUural7TB6bjE5u9BmSywC4mQ8nj0g 50810
pymc/gp/hsgp_approx.py sha256=ZzM9dv2UZu8I5YfHMtWtpMeAKcVYC0PEW9b3nD-jJCo 29097
pymc/gp/mean.py sha256=I5dH0U_5obemEBUOVOFQgPgcxNy7-q2ABwfKQNnuKl8 2476
pymc/gp/util.py sha256=YfEzr1R8HMm6RVUrbvERjIJUUEVJlFawOt4-tZKYpzU 7285
pymc/logprob/__init__.py sha256=_fDC-W7v-co0qvwKI_3kHwnJxMa5uCuCTDavNWFnQaw 2281
pymc/logprob/abstract.py sha256=rJVpX4CB_APUUxBavn95K7VenIso_banh1BGBiKdI3U 10830
pymc/logprob/basic.py sha256=wLo0SRI1I06IykF8aTrpCL1sImZB-hpz6jToAPb7Xpg 21219
pymc/logprob/binary.py sha256=FFBuSnKTMIJ7ADGas641NFC4hu3LrZPo-nZCP5J8lsY 5297
pymc/logprob/censoring.py sha256=Os0bCBf46NLihMLQRClJEHqsmuB2ZqWtG4D7F_JkKz0 8349
pymc/logprob/checks.py sha256=B8yuRnBi3ovB7nvh5cdvlidRhir-kI18GCHtg3uI5VE 4457
pymc/logprob/cumsum.py sha256=qQPc1t0UuXk4i9_e6BaW118IPg3Y9JzEg420DXFe_14 3740
pymc/logprob/linalg.py sha256=mndMMhVEIWlHx9kdY6RAutHXqZj-zJoYyJNBIv16JMw 3358
pymc/logprob/mixture.py sha256=n1IoxMuSzbgkBlGKWb9aUBn4tVvE6p9P850rVgaGx5E 21655
pymc/logprob/order.py sha256=gGnig0mtJjIK_O7A4nwX3Mc2HLfB6M7oSJsnk5Ge80c 5815
pymc/logprob/rewriting.py sha256=70lqW3iToUW7xd15IGtV_oKzM42Y8KSkSAV8dA42Riw 11377
pymc/logprob/scan.py sha256=lqLYuT3dQef3YAs8ccleKfLle_im-dIRuxByvYh3PrA 21339
pymc/logprob/tensor.py sha256=qeZ9sbh37XmL12beEMPfsmjL-Yy4FA20BAwBfGbBI5k 11966
pymc/logprob/transform_value.py sha256=SEEJjChLZ5dwwWKmczyxhMAZlXjyripOJZqMwaNeUSU 9057
pymc/logprob/transforms.py sha256=5k9EtSTJaXbVWnnIf4cos6pmUUfYH2uaCklx065_DWs 31748
pymc/logprob/utils.py sha256=NA40cACmIQvoMN99_8lZA3Avlt8MXBWQAfxEcrWCUsg 11329
pymc/model/__init__.py sha256=Nc2quYGQTSBm5v6T9XlTizzuoyWErFS4flUL4BI-rZ8 701
pymc/model/core.py sha256=wIqWLKG7jFbf6wBxtJzlBiBM9vjR4_wR9_V2L0Rn6UI 89440
pymc/model/fgraph.py sha256=7iJ6nRYO9o1E1wwU21LGx6YF_NCBWa5wkeO9j0tFKHQ 14919
pymc/model/transform/__init__.py sha256=WGDWHB91RSzNOu__v6IrEZqmV_IeZMhqmjv---Uslx8 628
pymc/model/transform/basic.py sha256=eTYoGAE5MfwC4LQXOkYnZNfJqoshI1Z-q0GNEiFpygw 2138
pymc/model/transform/conditioning.py sha256=toB_AudbbYGWUiqoJ-_GevYtfmGYeozoamFsFWRLHkE 11886
pymc/model/transform/optimization.py sha256=CgXQ-nf1312fR0wqTUWpb4eRDgWvVUCpN_MgIwDCKSE 5140
pymc/ode/__init__.py sha256=paRGJp7u_Fjv7tVCXbSXsoHbax26gBaGww_bDIQnUYU 1773
pymc/ode/ode.py sha256=PVZ8ywYgWwCaRSDodWymXtmV9ktRBhtDAv5RcCA5JZs 9663
pymc/ode/utils.py sha256=EY_zE0QnqDPBU0c0B2ntqk3mxeb0MfBAZgYsl6p2JSA 4809
pymc/plots/__init__.py sha256=JhcaaS9nn_y_nrbjTJi6wUoYfDL2tiQ85Yhk2-Q8H24 2242
pymc/sampling/__init__.py sha256=Gb-8EGmxLEZ4i148Zy4X2EWc9N_dOnegmxxRzJhvxj4 758
pymc/sampling/deterministic.py sha256=iROE_1UukZlKZG1F4oWe99RtpS_zhYr_0hptEG1gM2k 3785
pymc/sampling/forward.py sha256=QWmIOrEQq9gt_-ICCbwSFQ6Utc_4zG0MkOO5MjqSvpo 37545
pymc/sampling/jax.py sha256=Cn1GZffFqwjh4LYPgyX2p-_0k6nyFbDIGZPNyV7BxOM 24252
pymc/sampling/mcmc.py sha256=hRyB_NO1jhCbVKWNJ3_wZmsr6FzOZF16zmkQ_fKbKVo 59660
pymc/sampling/parallel.py sha256=U_7968BnxBg7uFLt6LKRRjYDxXe9YiWhf-ApnjjKppU 17234
pymc/sampling/population.py sha256=1H0F6XJ_lCZtDs4MVlQk1KrBeUOGZdx7A5z7luuKTro 16008
pymc/smc/__init__.py sha256=tyYtzYuHVMp_vKXNoFIV8Rm22G9ph9ScynOSXMahnzk 749
pymc/smc/kernels.py sha256=alOUSuEsjQxBqvCUpJNNh1CUGPHUvIQEyk5-LXMPGEQ 24767
pymc/smc/sampling.py sha256=xnvnzJTa4oSoHwL5itazlccmGq4ZJcYVm6jV4hzU5iA 15453
pymc/stats/__init__.py sha256=OTLie3lw6G3pE4H0ctXTK1tuNuXYkuk2k2GxHNu0mTA 1203
pymc/stats/convergence.py sha256=81u4h0Y5mIPTF9Ahyvy-jb45g2C2DqoCwnMJibg01QI 6445
pymc/stats/log_density.py sha256=YZuirvukMjdEWVEEdUhEKY-Q8aRkVHE0LSb6DFg5i6s 7064
pymc/step_methods/__init__.py sha256=eNk5-oKN8x5mDQE83tqF1BkD8gx6XHV1YdOqzE_p8o4 1343
pymc/step_methods/arraystep.py sha256=SwEedjnT826rp4PsGSjbt53q9lM4qOSMvJf5y1L2T4U 8588
pymc/step_methods/compound.py sha256=VhI-toV78kLlHMmn6gCfrqFNu55R6ExmdOrW17rx_HA 12605
pymc/step_methods/metropolis.py sha256=TVi3taDCCLnhldAToBMMrAEwKmFOHiZ4GSXLif7ZHDs 42726
pymc/step_methods/slicer.py sha256=HBjoaRI96Sa-6vbUA2a3T0_qVGkPp6T_tIm9qv-OF1Q 6561
pymc/step_methods/state.py sha256=2AlmRpbt3kYQOGGliUexMqYc1NBs31XN0gt9qrDyFE0 4288
pymc/step_methods/step_sizes.py sha256=TH-1NCYgfaqy0bgw6uV_CQp4tCvTChOFN3BhtiIFB7M 3429
pymc/step_methods/hmc/__init__.py sha256=9PFRlEQOljT3I3lHlLRPgDO-nHGk3E1mC_HaXkIss0k 732
pymc/step_methods/hmc/base_hmc.py sha256=0lqfiLtzodE5a1loD65JP0iA9hqEKscisoEXorisJF8 10379
pymc/step_methods/hmc/hmc.py sha256=r_wmdV-mjXsIIIq5g1CQj4i9Rbg-LdquX_CEkCdEBSg 8380
pymc/step_methods/hmc/integration.py sha256=QJ4Q2gE2AvhBWRb8X6wys4dsggXPHEB1TcJu028fpkc 4633
pymc/step_methods/hmc/nuts.py sha256=iAVYrnfNzw5op54kH2_8RNvpLQ34dyQ6wDZwIhzVjJo 19109
pymc/step_methods/hmc/quadpotential.py sha256=E53zPAO8cozPqZYJwkD5b7YqnFiu2SAisAefMarWI6A 33007
pymc/tuning/__init__.py sha256=Wjm4SK0Kq8SZ_yqBdOyQi7GbhB6rHbNjghdGTJGYEUA 738
pymc/tuning/scaling.py sha256=QV5TLPIykU-brwG0byYNzGC91MPGcvl0ACCZnI2tXM0 3888
pymc/tuning/starting.py sha256=emW6XNQvBFyXjz0lcFxVr29ihzKVVKTRckdgL3Oc2Fo 9633
pymc/variational/__init__.py sha256=H8Ob59kuINJi5IkWCHKG23gAHW5Z9bsczGwrTifv_g0 1425
pymc/variational/approximations.py sha256=Vu-QZNtGksbsMAqs_PMKLF4r4_84-6Htmfl0nYeUzJc 13131
pymc/variational/callbacks.py sha256=yv5yIBKdZzVsft_xIp4uAz1S8C0MuCLlEQtquRoGZ5M 4665
pymc/variational/inference.py sha256=K7-IRamH__PkpkfGgXoOVEW0vNFRGy6oleNGAYvjYYg 29621
pymc/variational/minibatch_rv.py sha256=PRczbJNG9rHIzwNiHTUMOorT3tD8p3wius9K5ceG3Tg 3727
pymc/variational/operators.py sha256=hLVQ3Tfo-kbZcIV2KN0wZV9Yj_mBZQQuokkn9tiSplw 4570
pymc/variational/opvi.py sha256=2_0JBXmVELfOrbtLhyljlEYjG-CgjX2vBb0HyILT9Eg 58280
pymc/variational/stein.py sha256=GA8G_D9zDRIWMcJln8XzAn-dKIP0pngKoj0c8T8jyJk 3043
pymc/variational/test_functions.py sha256=pTONvcSO_rOrhpMSUzZ7LkU2rfYmGJIieKOm6UPPMbo 1740
pymc/variational/updates.py sha256=8kH1wBkUtIEx5jNfnSmFRZhfpwJlYdWwBK1xjp9AJoY 37905
pymc-5.20.0.dist-info/LICENSE sha256=f_ck61dxgruYrtsidYnccd1REXgaNpioTB__wrY90Os 12865
pymc-5.20.0.dist-info/METADATA sha256=PfOlHi3_z2QUNt_D35bce9SzKZOA8uOxWxi3nXL-g3k 15748
pymc-5.20.0.dist-info/WHEEL sha256=A3WOREP4zgxI0fKrHUG8DC8013e3dK3n7a6HDbcEIwE 91
pymc-5.20.0.dist-info/top_level.txt sha256=ux8smdfuPt0JDLb0jcUFJvlbjYjC2IY6MRMCubrybKo 5
pymc-5.20.0.dist-info/RECORD

top_level.txt

pymc