Module hummingbird.ml.operator_converters
All operators converters are stored under this package.
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# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
"""
All operators converters are stored under this package.
"""
# Register constants used within Hummingbird converters.
from . import constants as converter_constants
from .. import supported as hummingbird_constants
from .._utils import _Constants
# Add constants in scope.
constants = _Constants(converter_constants, hummingbird_constants)
# To register a converter for scikit-learn API operators, import associated modules here.
from .onnx import onnx_operator # noqa: E402
from .onnx import onnxml_array_feature_extractor # noqa: E402
from .onnx import onnxml_linear # noqa: E402
from .onnx import onnxml_normalizer # noqa: E402
from .onnx import onnxml_one_hot_encoder # noqa: E402
from .onnx import onnxml_scaler # noqa: E402
from .onnx import onnxml_tree_ensemble # noqa: E402
from .sklearn import lightgbm # noqa: E402
from .sklearn import skl_array_feature_extractor # noqa: E402
from .sklearn import skl_decision_tree # noqa: E402
from .sklearn import skl_gbdt # noqa: E402
from .sklearn import skl_iforest # noqa: E402
from .sklearn import skl_linear # noqa: E402
from .sklearn import skl_normalizer # noqa: E402
from .sklearn import skl_one_hot_encoder # noqa: E402
from .sklearn import skl_scaler # noqa: E402
from .sklearn import skl_sv # noqa: E402
from .sklearn import xgb # noqa: E402
__pdoc__ = {}
__pdoc__["hummingbird.operator_converters._array_feature_extractor_implementations"] = True
__pdoc__["hummingbird.operator_converters._gbdt_commons"] = True
__pdoc__["hummingbird.operator_converters._linear_implementations"] = True
__pdoc__["hummingbird.operator_converters._normalizer_implementations"] = True
__pdoc__["hummingbird.operator_converters._one_hot_encoder_implementations"] = True
__pdoc__["hummingbird.operator_converters._scaler_implementations"] = True
__pdoc__["hummingbird.operator_converters._tree_commons"] = True
__pdoc__["hummingbird.operator_converters._tree_implementations"] = True
Sub-modules
hummingbird.ml.operator_converters.constants
-
Constants used in the Hummingbird converters are defined here.
hummingbird.ml.operator_converters.onnx
-
All onnx operators converters are stored under this package.
hummingbird.ml.operator_converters.sklearn
-
All scikit-learn operators converters are stored under this package.