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5.0.4 zoish-5.0.4-py3-none-any.whl

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Project: zoish
Version: 5.0.4
Filename: zoish-5.0.4-py3-none-any.whl
Download: [link]
Size: 36387
MD5: 7c28e6238715cfdade540a7d913372c5
SHA256: 7712d3efc2861712201493754f095d56dedaec1a644061bc0f2158a1603721a5
Uploaded: 2024-02-07 07:24:25 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: zoish
Version: 5.0.4
Summary: Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature selection and interpretability, making model development more efficient and user-friendly.
Author: drhosseinjavedani
Author-Email: h.javedani[at]gmail.com
Home-Page: https://github.com/TorkamaniLab/zoish
License: BSD-3-Clause license
Keywords: Auto ML,Feature Selection,Pipeline,Machine learning,shap
Requires-Dist: cloudpickle (==2.2.1)
Requires-Dist: fasttreeshap (==0.1.6)
Requires-Dist: importlib-metadata (==6.7.0)
Requires-Dist: joblib (==1.3.2)
Requires-Dist: llvmlite (==0.39.1)
Requires-Dist: numba (==0.56.4)
Requires-Dist: numpy (==1.21.6)
Requires-Dist: packaging (==23.2)
Requires-Dist: pandas (==1.3.5)
Requires-Dist: psutil
Requires-Dist: python-dateutil (==2.8.2)
Requires-Dist: pytz
Requires-Dist: scikit-learn (==1.0.2)
Requires-Dist: scipy (==1.7.3)
Requires-Dist: shap (==0.42.1)
Requires-Dist: six (==1.16.0)
Requires-Dist: slicer (==0.0.7)
Requires-Dist: threadpoolctl (==3.1.0)
Requires-Dist: tqdm (==4.66.1)
Requires-Dist: typing-extensions (==4.7.1)
Requires-Dist: zipp (==3.15.0)
Requires-Dist: matplotlib
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 10331 characters]

WHEEL

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

RECORD

Path Digest Size
tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tests/test_ShapPlotFeatures.py sha256=Faqylx70DL_FkW0ifm4fpnuJG8Aw_tLXbqnCdrQG9tY 2634
tests/test_big_dataset.py sha256=xjwLggBatWLVZbXTTv539H-VhycBD7lB4M6RYMtrFlA 3406
tests/test_gpboost.py sha256=gCe4YqWfo1MGnV48brAZaBDpAktaUz5Ld5u-Crep8ZQ 5196
tests/test_kernelexplainer.py sha256=vLpbp6a8fpTSFketzZTLpBxQj3sUhesCO_Wt-r3-Lc8 6913
tests/test_shap_compared_with_other_selector_binery_classification.py sha256=_0cI0SDjejIqn80buFZmlq85QqFuJv0_wqvsWOxQsWk 5247
tests/test_shap_compared_with_other_selector_multi_classification.py sha256=IiHg8WK_qWObd29aERco0dAGBk4xtj6nTAywQaHFI4s 4538
tests/test_shap_compared_with_other_selector_regression.py sha256=r96Q2gz2Nk3F7bMJDKcOvsEvqSd3261vBwblFNCKI6w 4571
tests/test_shap_compared_with_other_selector_regression_optimizer_effect.py sha256=2A4BMRkAddiCEz8NeSBkDIEJuxXbY61wJ_uQZbRP4Yo 5520
tests/test_shap_feature_selector_with_n_feature_fasttreeshap.py sha256=4rXSxT1nVb1nPwl2Gv2mDHmVgewRu-wcJaXgKsiB3ew 8766
tests/test_shap_feature_selector_with_n_feature_shap.py sha256=up3u8o8MjVsYdnE2UrPU60VD54UrItdCz0Z8cyQhPwc 8727
tests/test_shap_feature_selector_with_threshold_fasttreeshap.py sha256=6FzxZRU6FjipylOVVCAGR9_tim9d2sUUJDPlMp_UZUg 7164
tests/test_shap_feature_selector_with_threshold_shap.py sha256=hCFF-JfB5TSFcNUP0Q355gw66rzmiu1U4Fa_-HxGhUs 7059
tests/test_zoish.py sha256=CDOyVXub9fwDkDRE0AWxdfJXUah7E4FIYbmjT8swx6Q 84
zoish/__init__.py sha256=p-E-BnYMawG0G9AXNboIzCm2n3b4qCyQGqPoYfjFvZM 168
zoish/version.py sha256=0TqaspYijPjVNgmWEAMgjpGEG343oGYdlRxj4a4pQ6w 48
zoish/abstracs/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
zoish/abstracs/feature_selector_abstracts.py sha256=RjkheqC_2X4oqXxMFtailnzneV6APwLmVONQu8eMuoA 1459
zoish/feature_selectors/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
zoish/feature_selectors/shap_selectors.py sha256=-2brd5M4zCReERzeol2LHUhf9rgf5vry0f2GhICDWkg 36189
zoish/logs/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
zoish/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
zoish/utils/utils.py sha256=wN1RdeMsdDkwNJaIpxoVg3JXpW9Gbd-1BoJu5ZrMA9M 1437
zoish-5.0.4.dist-info/LICENSE sha256=Yljxihqmc6vxsudOvnE6SebDnx8ZfiIW2adi9srLK6I 1351
zoish-5.0.4.dist-info/METADATA sha256=85aJmPohRL-01USVSnh2MfU5U_s0n51vqG7A1RT2SVQ 11541
zoish-5.0.4.dist-info/WHEEL sha256=oiQVh_5PnQM0E3gPdiz09WCNmwiHDMaGer_elqB3coM 92
zoish-5.0.4.dist-info/top_level.txt sha256=dcJ8eFQB1yglL45tQShTX9NDVIS1RXwbyKXJwbHMFQg 12
zoish-5.0.4.dist-info/RECORD — —

top_level.txt

tests
zoish