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dev-python/EthicML

EthicML is a library for performing and assessing algorithmic fairness. Unlike other libraries, EthicML isn't an education tool, but rather a researcher's toolkit.

Screenshots

  • EthicML-1.3.0
    ~amd64 ~x86
    all data metrics models plot python_targets_python3_11 python_targets_python3_12

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    Overlay: pypi

Runtime Dependencies

EthicML-1.3.0


models?
      ( <dev-python/gitpython-4.0.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( <dev-python/gitpython-4.0.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

models?
      ( <dev-python/cloudpickle-3.0.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( <dev-python/cloudpickle-3.0.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

models?
      ( dev-python/fairlearn[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( dev-python/fairlearn[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )



dev-python/filelock[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]

data?
      ( dev-python/folktables[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( dev-python/folktables[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

models?
      ( dev-python/gitdb2[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( dev-python/gitdb2[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )



dev-python/jinja2[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]


<dev-python/joblib-2.0.0[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]

plot?
      ( >=dev-python/matplotlib-3.8[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( >=dev-python/matplotlib-3.8[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )



dev-python/networkx[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]


>=dev-python/numpy-1.23.2[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]


>=dev-python/pandas-1.5.0[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]

models?
      ( <dev-python/pdm-3.0.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( <dev-python/pdm-3.0.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )



>=dev-python/pillow-8.4.0[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]


dev-python/ranzen[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]


dev-python/requests[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]

metrics?
      ( >=dev-python/scikit-learn-0.20.1[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

models?
      ( >=dev-python/scikit-learn-0.20.1[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( >=dev-python/scikit-learn-0.20.1[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

models?
      ( <dev-python/scipy-2.0.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( <dev-python/scipy-2.0.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

plot?
      ( >=dev-python/seaborn-0.9.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( >=dev-python/seaborn-0.9.0[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

models?
      ( dev-python/smmap2[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )

all?
      ( dev-python/smmap2[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
] )



<dev-python/sympy-2.0[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]


dev-python/teext[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]


>=dev-python/typing-extensions-4.5[python_targets_python3_11
      (-)
?
,python_targets_python3_12
      (-)
?
]

python_targets_python3_11?
      ( dev-lang/python:3.11 )

python_targets_python3_12?
      ( dev-lang/python:3.12 )