bayesflow

View on PyPIReverse Dependencies (0)

1.1.6 bayesflow-1.1.6-py3-none-any.whl

Wheel Details

Project: bayesflow
Version: 1.1.6
Filename: bayesflow-1.1.6-py3-none-any.whl
Download: [link]
Size: 182231
MD5: 2ff0e6739489840d5ea2855c359c7e52
SHA256: 93b2f9b2e5b77f599c2fcfb3ab2ce764c62b19070cda223b3c0bc73acc7c3b45
Uploaded: 2024-03-19 10:45:04 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: bayesflow
Version: 1.1.6
Summary: "Amortizing Bayesian Inference With Neural Networks"
Author: The BayesFlow Developers
Maintainer: Stefan T. Radev
Home-Page: https://github.com/stefanradev93/bayesflow
Project-Url: Bug Tracker, https://github.com/stefanradev93/bayesflow/issues
Project-Url: Documentation, https://bayesflow.readthedocs.io
Project-Url: Changelog, https://github.com/stefanradev93/bayesflow/blob/future/CHANGELOG.rst
License: MIT
Keywords: amortized Bayesian inference,invertible neural networks,simulation-based inference,approximate Bayesian computation,model comparison
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.10
Requires-Dist: h5py (>=3.7)
Requires-Dist: numpy (>=1.23)
Requires-Dist: pandas (>=1.4)
Requires-Dist: scikit-learn (>=1.0)
Requires-Dist: aesara (>=2.8)
Requires-Dist: scipy (>=1.8)
Requires-Dist: seaborn (>=0.11)
Requires-Dist: tqdm (>=4.65)
Requires-Dist: matplotlib (>=3.5)
Requires-Dist: tensorflow-probability (<0.24,>=0.17)
Requires-Dist: tensorflow (<2.16,>=2.10.1); sys_platform != "darwin" or platform_machine == "arm64"
Requires-Dist: tensorflow-macos (<2.16,>=2.10); sys_platform == "darwin" and platform_machine == "x86_64"
Requires-Dist: sphinx (>=5.1.0); extra == "docs"
Requires-Dist: sphinx-book-theme (>=0.2.0); extra == "docs"
Requires-Dist: numpydoc (>=1.2.1); extra == "docs"
Requires-Dist: myst-nb (>=0.13.1); extra == "docs"
Requires-Dist: sphinx-design (>=0.4.1); extra == "docs"
Requires-Dist: flake8 (>=3.9); extra == "testing"
Requires-Dist: tox (>=3.24); extra == "testing"
Requires-Dist: pytest (>=6.0); extra == "testing"
Requires-Dist: pytest-xdist (>=2.4.0); extra == "testing"
Requires-Dist: pytest-cov (>=2.10.0); extra == "testing"
Requires-Dist: mypy (>=0.910); extra == "testing"
Provides-Extra: docs
Provides-Extra: testing
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 18147 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.43.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
assets/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
assets/benchmark_network_architectures.py sha256=RMfmNlSq9y9fL74bO0VI7Y9SxCHrDmz_YBDoHpMBeCM 4040
bayesflow/__init__.py sha256=hx9YBJyFUbOmEz1D3ST1mJKvlHRcXM_GQ1XQxVjh_wU 1474
bayesflow/amortizers.py sha256=GOmXDZ_YsohuWzeg0NbX-47fi-Z1QmYfM7mGPPV0lCw 64840
bayesflow/attention.py sha256=hN6K2rILy0QRgCGnyW3_qFqebL80-FFv62iRbdMHt7w 12122
bayesflow/computational_utilities.py sha256=7-3Uv00G86uypeYFHmdAvINtVt327gAVJBXMLaY1tFg 22625
bayesflow/configuration.py sha256=bAvzXKf7mb239C0a-Hydj37qropeDhC_Mxps1uPuEN4 13887
bayesflow/coupling_networks.py sha256=31lfvweFf157yG86L3NYGotEh4MS1qFSdpaMBUB5_bQ 32199
bayesflow/default_settings.py sha256=Uca-yL-Xk5f6N3E83lmEq5eJAFi66w-MB5gD_wFixkU 6289
bayesflow/diagnostics.py sha256=RVpXgySJ03SZuIdBy287-V0okzFmpIh3kmB7IG0fPZU 54142
bayesflow/exceptions.py sha256=K00uD0thRUh-AYbvR3tTVpVDS3X5ivZrHco_0drtDic 2107
bayesflow/helper_classes.py sha256=v0V0HSkt_ukOgsK8kA8_pg_1AtAmUWtxbdwwCEkos5s 32215
bayesflow/helper_functions.py sha256=35axrRYZZd3AgKXVnLJM9bF_ldDE_D00qUVxRlhK_ao 10020
bayesflow/helper_networks.py sha256=FIZ2qqM94x-eilZh4dY4dKccS1sO9cNWMcTTEXKhe3M 24746
bayesflow/inference_networks.py sha256=4ah89acAIBvezQtndIjeRvLQhV_etoAJ2pe7rZ2de7A 22516
bayesflow/losses.py sha256=PExkpNXUBEA8yJdMjKc7l0YV-dVTvAtyS4voLC0hcTA 7919
bayesflow/mcmc.py sha256=qalr6DGu4dCIPv7CrkDa1whtC5xGhPfhlI8tnQzvGrQ 14795
bayesflow/networks.py sha256=E2C3qPMumIf2mcX2lDXu9sxV4IjXSIIOE3D_8xlMnF4 1489
bayesflow/sensitivity.py sha256=EkxYRTTWG80LOskfXiFoxio2cAXU2N2lRvdABDJQ6jQ 9615
bayesflow/simulation.py sha256=Dqt03KHYoVSqZotxW0pz4O3BC7Uu2d8LCfMsHjXkuQg 62241
bayesflow/summary_networks.py sha256=LjUZrDvUyAThfXja4exX0hEdgjXgR-qAN5lyFk7IdWw 28605
bayesflow/trainers.py sha256=RSEGZj2jUuCjhtNKM3YSyn2uLAH8R2auABjzwZbzbR4 62983
bayesflow/version.py sha256=5OEEnAqpFEUie5g2oh8cOrHftO1tUPe2FO6Ns4WpLSQ 1121
bayesflow/wrappers.py sha256=qubcaD8P34BSGTC9BN05-nHrlYdV1BTuk9kCAYxtDS8 4193
bayesflow/benchmarks/__init__.py sha256=CwNXYnxygzgCQsOLxs1PtRVYnxPojAP1Q2bxVJ_dxl8 5141
bayesflow/benchmarks/bernoulli_glm.py sha256=I0VkKRiNJPrUCTG1Cs50NiMNmMzagWmuSfYJ8tR0Grc 5253
bayesflow/benchmarks/bernoulli_glm_raw.py sha256=Qheo_xMKzG8tS1ZxFwXIiP60gQ5ZiEGIhje5DsazNWs 5657
bayesflow/benchmarks/gaussian_linear.py sha256=XUOqVjWQhMO9OwfM5IMcFVqQ_iyoKFqyYVjYHVfejfw 5163
bayesflow/benchmarks/gaussian_linear_uniform.py sha256=dS1dCv4kVwSWRNGQ0BbBfzKtTiU04K93uajq_iw62LE 5285
bayesflow/benchmarks/gaussian_mixture.py sha256=tpIHmov0HhXK9elM2nOz79OmRJJ1Tm0RJkN2kVQu_QU 5282
bayesflow/benchmarks/inverse_kinematics.py sha256=yml4YZ0VZ5UJbBUi_BHBQFa7Jv6OQFhOYad-Hi4F_-Q 4897
bayesflow/benchmarks/lotka_volterra.py sha256=WRM2r5HiMUP-QMf9EYYEVxzQCa-0ML9YyXTsWshj5NE 6416
bayesflow/benchmarks/sir.py sha256=ZFx4R4ZCLyuqex7wdGyhg6tiX3SKSgyJT63HeBCp0hA 6659
bayesflow/benchmarks/slcp.py sha256=aTUfLWI4tDdqDZ6-Zv6uu3xsWzaEEMXV48hEvsYooa8 5484
bayesflow/benchmarks/slcp_distractors.py sha256=1AYY3QfJFVXvwYA3qJaHALANFsZar7JApgcSzW-W4bI 9028
bayesflow/benchmarks/two_moons.py sha256=xaTx6DmcDllYUZEGf-uDrRMrHyiN-uyWJKcADBbuKN0 4571
bayesflow/experimental/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
bayesflow/experimental/rectifiers.py sha256=wCL32x3ySVThQduhllvQ4vyLiF7JfuCaZpsFUI0Uxn4 20083
tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/test_amortizers.py sha256=MslX4_9NZiM3LfCTTbf44laCbs2uMFFaQFdmPbHZdoI 9916
tests/test_attention.py sha256=L4yEIIoWnv8Zv2tO3-KyhlWJ79BG8pheg5rmAJ6eyjs 6055
tests/test_benchmarks.py sha256=F6nloYBeOdQkNv1SbytK90e68OQmJqdOhcBMFvL2hn0 3760
tests/test_computational_utilities.py sha256=YrP_CGIeLQIH4n81-dOgRXdKQSKHKOk0mfBrYajRZW0 5481
tests/test_coupling_networks.py sha256=CFWThsuk_fAOoP6u7w9ZsR6eacdKLGNsbGiKZYPuYdQ 4171
tests/test_helper_networks.py sha256=YqUmTKo7quxN-MRvjVE4xYOSRgXxCz4mynsJd_CcdzM 9290
tests/test_inference_networks.py sha256=fm0ZwYToY14dffIcIw4hsE-_bI9581Cmj0q_wMOyBYA 4992
tests/test_sensitivity.py sha256=rlFtt2lKBzEndliuAaUvAXdCekxZsugX4JTrL6gaeSw 4928
tests/test_simulation.py sha256=DzqDvFl8AWATxC3bPny7nO49_29EKqbJb7NsrJcJhBk 9669
tests/test_summary_networks.py sha256=JVNMWSZedbxMZkUfYAZ22j-aWz9EvZJeNo3ZQQwl_xQ 9519
tests/test_trainers.py sha256=THwwooyWCBd5rtsC3ams1RrJHcbF1DqwK1dtnK2QIs4 7894
bayesflow-1.1.6.dist-info/LICENSE sha256=GS7_T9w5-M9KtYsEqKMyv8GGF1NwvFt6L5WmpYB3cN8 1081
bayesflow-1.1.6.dist-info/METADATA sha256=_c_jfrUv6-Te9x6pij1DZ64z7vrO3CNers3GTZW98uM 20196
bayesflow-1.1.6.dist-info/WHEEL sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ 92
bayesflow-1.1.6.dist-info/top_level.txt sha256=jtoHA_caT3nweTGqt43Pq5XHrXlST7JQQp5vMDFv-0s 23
bayesflow-1.1.6.dist-info/RECORD

top_level.txt

assets
bayesflow
tests