mirror of https://github.com/Relintai/pmlpp.git
78 lines
2.8 KiB
XML
78 lines
2.8 KiB
XML
<?xml version="1.0" encoding="UTF-8" ?>
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<class name="MLPPReg" inherits="Reference" version="3.11">
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<brief_description>
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</brief_description>
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<description>
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</description>
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<tutorials>
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</tutorials>
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<methods>
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<method name="reg_deriv_termm">
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<return type="MLPPMatrix" />
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<argument index="0" name="weights" type="MLPPMatrix" />
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<argument index="1" name="lambda" type="float" />
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<argument index="2" name="alpha" type="float" />
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<argument index="3" name="reg" type="int" enum="MLPPReg.RegularizationType" />
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<description>
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</description>
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</method>
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<method name="reg_deriv_termv">
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<return type="MLPPVector" />
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<argument index="0" name="weights" type="MLPPVector" />
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<argument index="1" name="lambda" type="float" />
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<argument index="2" name="alpha" type="float" />
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<argument index="3" name="reg" type="int" enum="MLPPReg.RegularizationType" />
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<description>
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</description>
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</method>
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<method name="reg_termm">
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<return type="float" />
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<argument index="0" name="weights" type="MLPPMatrix" />
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<argument index="1" name="lambda" type="float" />
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<argument index="2" name="alpha" type="float" />
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<argument index="3" name="reg" type="int" enum="MLPPReg.RegularizationType" />
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<description>
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</description>
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</method>
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<method name="reg_termv">
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<return type="float" />
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<argument index="0" name="weights" type="MLPPVector" />
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<argument index="1" name="lambda" type="float" />
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<argument index="2" name="alpha" type="float" />
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<argument index="3" name="reg" type="int" enum="MLPPReg.RegularizationType" />
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<description>
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</description>
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</method>
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<method name="reg_weightsm">
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<return type="MLPPMatrix" />
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<argument index="0" name="weights" type="MLPPMatrix" />
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<argument index="1" name="lambda" type="float" />
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<argument index="2" name="alpha" type="float" />
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<argument index="3" name="reg" type="int" enum="MLPPReg.RegularizationType" />
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<description>
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</description>
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</method>
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<method name="reg_weightsv">
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<return type="MLPPVector" />
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<argument index="0" name="weights" type="MLPPVector" />
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<argument index="1" name="lambda" type="float" />
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<argument index="2" name="alpha" type="float" />
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<argument index="3" name="reg" type="int" enum="MLPPReg.RegularizationType" />
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<description>
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</description>
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</method>
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</methods>
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<constants>
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<constant name="REGULARIZATION_TYPE_NONE" value="0" enum="RegularizationType">
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</constant>
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<constant name="REGULARIZATION_TYPE_RIDGE" value="1" enum="RegularizationType">
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</constant>
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<constant name="REGULARIZATION_TYPE_LASSO" value="2" enum="RegularizationType">
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</constant>
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<constant name="REGULARIZATION_TYPE_ELASTIC_NET" value="3" enum="RegularizationType">
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</constant>
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<constant name="REGULARIZATION_TYPE_WEIGHT_CLIPPING" value="4" enum="RegularizationType">
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</constant>
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</constants>
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</class>
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