Gentoo Portage Overlays - dev-python/explainy

dev-python/explainy

explainy is a library for generating explanations for machine learning models in Python. It uses methods from Machine Learning Explainability and provides a standardized API to create feature importance explanations for samples. The explanations are generated in the form of plots and text.

Screenshots

https://github.com/MauroLuzzatto/explainy

explainy-0.2.12

~amd64 ~x86

python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

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Browse License: MIT

Overlay: pypi

ChangeLog USE Flags Dependencies Reverse Deps Related Bugs

Runtime Dependencies

explainy-0.2.12

~dev-python/scikit-learn-1.5.0[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]

dev-python/pandas[python_targets_python3_11
      (-)
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,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]

dev-python/mlxtend[python_targets_python3_11
      (-)
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,python_targets_python3_12
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,python_targets_python3_13
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,python_targets_python3_14
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]

dev-python/shap[python_targets_python3_11
      (-)
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,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]

~dev-python/matplotlib-3.7.1[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]

~dev-python/graphviz-0.16[python_targets_python3_11
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,python_targets_python3_12
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,python_targets_python3_13
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?
,python_targets_python3_14
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?
]

~dev-python/numpy-1.23.1[python_targets_python3_11
      (-)
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,python_targets_python3_12
      (-)
?
,python_targets_python3_13
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?
,python_targets_python3_14
      (-)
?
]

~dev-python/matplotlib-inline-0.1.2[python_targets_python3_11
      (-)
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,python_targets_python3_12
      (-)
?
,python_targets_python3_13
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?
,python_targets_python3_14
      (-)
?
]

dev-python/ipykernel[python_targets_python3_11
      (-)
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,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]

dev-python/ipython[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
,python_targets_python3_13
      (-)
?
,python_targets_python3_14
      (-)
?
]

dev-python/ipywidgets[python_targets_python3_11
      (-)
?
,python_targets_python3_12
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?
,python_targets_python3_13
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?
,python_targets_python3_14
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?
]

python_targets_python3_11?
      ( dev-lang/python:3.11 )

python_targets_python3_12?
      ( dev-lang/python:3.12 )

python_targets_python3_13?
      ( dev-lang/python:3.13 )

python_targets_python3_14?
      ( dev-lang/python:3.14 )