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Convert trained traditional machine learning models into tensor computations

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  • hummingbird-ml-0.4.12
    ~amd64 ~x86
    benchmark extra onnx sparkml tests python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

    View      Download      Browse     License: MIT   
    Overlay: pypi

Runtime Dependencies

hummingbird-ml-0.4.12





>=dev-python/numpy-1.15[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/onnxconverter-common[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/onnx[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/scipy[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/scikit-learn[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/torch[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/psutil[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/dill[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/protobuf-3.20.2[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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?
]

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

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

benchmark?
      ( dev-python/skl2onnx[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

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

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

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

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

benchmark?
      ( dev-python/memory-profiler[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
            (-)
      ?
] )

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

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

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

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

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

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

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

onnx?
      ( dev-python/skl2onnx[python_targets_python3_11
            (-)
      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
            (-)
      ?
,python_targets_python3_14
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      ?
] )

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

sparkml?
      ( >dev-python/pyarrow-1.0[python_targets_python3_11
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      ?
,python_targets_python3_12
            (-)
      ?
,python_targets_python3_13
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      ?
,python_targets_python3_14
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      ?
] )

tests?
      ( dev-python/flake8[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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      ?
] )

tests?
      ( dev-python/pytest[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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      ?
] )

tests?
      ( dev-python/coverage[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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      ?
] )

tests?
      ( dev-python/pre-commit[python_targets_python3_11
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,python_targets_python3_12
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      ?
,python_targets_python3_13
            (-)
      ?
,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 )