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0.2.0 mvtk-0.2.0-py3-none-any.whl

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Project: mvtk
Version: 0.2.0
Filename: mvtk-0.2.0-py3-none-any.whl
Download: [link]
Size: 38225
MD5: 8b827b8064b361d559209f3da472c3a8
SHA256: cb9e76ace7f9687441557383bdf7a77a15761bb8e23125621bf44cb7946136c0
Uploaded: 2023-12-01 19:55:48 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: mvtk
Version: 0.2.0
Summary: Model validation toolkit
Author: Alex Eftimiades
Author-Email: alexeftimiades[at]gmail.com
Home-Page: https://finraos.github.io/model-validation-toolkit/
Project-Url: Bug Tracker, https://github.com/FINRAOS/model-validation-toolkit/issues
License: Apache-2.0
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: MacOS
Classifier: Operating System :: POSIX :: Linux
Requires-Dist: jax (<=0.4.16,>=0.2.8)
Requires-Dist: public (>=2020.12.3)
Requires-Dist: fastcore (>=1.3.25)
Requires-Dist: jaxlib (<=0.4.16,>=0.1.23)
Requires-Dist: scikit-learn
Requires-Dist: numpy
Requires-Dist: matplotlib
Requires-Dist: scipy
Requires-Dist: seaborn
Requires-Dist: pandas (>=0.23.4)
Requires-Dist: tqdm
Requires-Dist: ray
Requires-Dist: nbsphinx; extra == "doc"
Requires-Dist: sphinx; extra == "doc"
Requires-Dist: sphinx-rtd-theme; extra == "doc"
Requires-Dist: sphinxcontrib-bibtex; extra == "doc"
Requires-Dist: imageio; extra == "doc"
Requires-Dist: myst-parser; extra == "doc"
Requires-Dist: ipykernel; extra == "doc"
Requires-Dist: torch; extra == "doc"
Requires-Dist: tensorflow; extra == "doc"
Requires-Dist: torch; extra == "pytorch"
Requires-Dist: tensorflow; extra == "tensorflow"
Provides-Extra: doc
Provides-Extra: pytorch
Provides-Extra: tensorflow
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 1947 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.42.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

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mvtk/credibility.py sha256=7MDETDCXz84nxey-BhEFH_Ez5cQEYO4a4ahSY6J1eMU 4465
mvtk/interprenet.py sha256=lGrv1zNjLY-BssFGiTFToxglUNJXPvEppvbgIIVXLJA 11868
mvtk/metrics.py sha256=jWU8Cyt_1DCAYsn0d1gtyOcnZDfJh2ugmBaJpWhvypA 4850
mvtk/sobol.py sha256=vIl6Cj1peWvHrYEVeQje9CmwNY0X9qaxi-iMmGNAsk8 1818
mvtk/thresholding.py sha256=2xXA5WZSgnHy2JOHhHiOII4Vkk9axiczZm5ydkbdLfA 6928
mvtk/version.py sha256=Zn1KFblwuFHiDRdRAiRnDBRkbPttWh44jKa5zG2ov0E 22
mvtk/bias_variance/__init__.py sha256=6ny70-6ihJKU5MTVsWihW0C7NGDkXfeMv_nyLYPv9oA 67
mvtk/bias_variance/bias_variance.py sha256=Fk-4CtQrelCPUfDiqRpTki7yXtky9h8QSyzexMqF-XI 8317
mvtk/bias_variance/bias_variance_parallel.py sha256=bOBHUOihwYBGPZQP9PLMraOQIPdS_9iD4GWHLNAOoBc 5606
mvtk/bias_variance/estimators/__init__.py sha256=4Szv_2xXXxBRbswDY0YvLIjJSi8MuKz2-3Mya5iZrlE 247
mvtk/bias_variance/estimators/estimator_wrapper.py sha256=fDKjLchvfM3Unxc1PPhNoyRuHuVNxI1K5CEXAaLUZww 572
mvtk/bias_variance/estimators/pytorch_estimator_wrapper.py sha256=z9WpDc-fPUDpRnRAAjLuIO0IhkJNfLCJF0Vrfyby4XI 3123
mvtk/bias_variance/estimators/sklearn_estimator_wrapper.py sha256=P5Itzx2hwxzA7XiyDry6iRqelesG55jBFDl4dtQAXu8 922
mvtk/bias_variance/estimators/tensorflow_estimator_wrapper.py sha256=n01kr_8FzI0G-KqbLj1vCodvRLYiEQUcQJliTeBt4hk 1984
mvtk/supervisor/__init__.py sha256=6nN5PeZXIdaOTHLVcRm8N4KyGZJVs7BH05uOFrMFPa0 179
mvtk/supervisor/processing.py sha256=BloYO6YpjexRV8gh-BA3McWDe0fd1wmT4l6R2gn6wOU 994
mvtk/supervisor/utils.py sha256=opjVNhz0iRbWW98VDF-gOXeyPc3V_7GX9yR-h0Vfzz4 5143
mvtk/supervisor/divergence/__init__.py sha256=IA_nByNqGysL7fJXeyxx7tLY5nmVGwOYbJSVKTFLsus 88
mvtk/supervisor/divergence/generators.py sha256=D1yk6r301IGJaSO98rWkJf9HHnkM3P5wy4rkftX8WLE 7315
mvtk/supervisor/divergence/metrics.py sha256=BTo65VmQmyHheNybCMIfTvDgBc1Giu_ifZgPmDY6bp0 27834
mvtk/supervisor/divergence/nn.py sha256=BP706T0RVlXYY4W79Ko1QmgMa76szJpx5afj0hQ7kKs 3880
mvtk/supervisor/divergence/utils.py sha256=mv2d26cgROm2dhIeAp3Q-AuOn2SnA-5bT-1LlSrUceE 1804
mvtk-0.2.0.dist-info/LICENSE sha256=xx0jnfkXJvxRnG63LTGOxlggYnIysveWIZ6H3PNdCrQ 11357
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mvtk-0.2.0.dist-info/RECORD — —

top_level.txt

mvtk