A C D E F G H I J L N R T V
All Classes All Packages
All Classes All Packages
All Classes All Packages
A
- ai.djl.ml.lightgbm - package ai.djl.ml.lightgbm
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Contains implementations of interfaces within the DJL API for the LightGBM Engine.
- ai.djl.ml.lightgbm.jni - package ai.djl.ml.lightgbm.jni
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Contains Helper class to access LightGBM JNI.
- allocateDirect(int) - Method in class ai.djl.ml.lightgbm.LgbmNDManager
- ARRAY - ai.djl.ml.lightgbm.LgbmDataset.SrcType
C
- checkCall(int) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- close() - Method in class ai.djl.ml.lightgbm.LgbmDataset
- close() - Method in class ai.djl.ml.lightgbm.LgbmModel
- close() - Method in class ai.djl.ml.lightgbm.LgbmNDArray
- close() - Method in class ai.djl.ml.lightgbm.LgbmSymbolBlock
- create(Buffer, Shape, DataType) - Method in class ai.djl.ml.lightgbm.LgbmNDManager
D
- datasetFromArray(LgbmNDArray) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- datasetFromFile(String) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- datasetGetCols(SWIGTYPE_p_p_void) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- datasetGetRows(SWIGTYPE_p_p_void) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- detach() - Method in class ai.djl.ml.lightgbm.LgbmDataset
- detach() - Method in class ai.djl.ml.lightgbm.LgbmNDArray
E
- ENGINE_NAME - Static variable in class ai.djl.ml.lightgbm.LgbmEngine
- ENGINE_VERSION - Static variable in class ai.djl.ml.lightgbm.LgbmEngine
F
- FILE - ai.djl.ml.lightgbm.LgbmDataset.SrcType
- forwardInternal(ParameterStore, NDList, boolean, PairList<String, Object>) - Method in class ai.djl.ml.lightgbm.LgbmSymbolBlock
- freeDataset(SWIGTYPE_p_p_void) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- freeModel(SWIGTYPE_p_p_void) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- from(NDArray) - Method in class ai.djl.ml.lightgbm.LgbmNDManager
G
- getAlternativeEngine() - Method in class ai.djl.ml.lightgbm.LgbmEngine
- getCols() - Method in class ai.djl.ml.lightgbm.LgbmNDArray
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Returns the number of data cols (assuming a 2D matrix).
- getDirectParameters() - Method in class ai.djl.ml.lightgbm.LgbmSymbolBlock
- getEngine() - Method in class ai.djl.ml.lightgbm.LgbmEngineProvider
- getEngine() - Method in class ai.djl.ml.lightgbm.LgbmNDManager
- getEngineName() - Method in class ai.djl.ml.lightgbm.LgbmEngine
- getEngineName() - Method in class ai.djl.ml.lightgbm.LgbmEngineProvider
- getEngineRank() - Method in class ai.djl.ml.lightgbm.LgbmEngineProvider
- getHandle() - Method in class ai.djl.ml.lightgbm.LgbmDataset
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Gets the native LightGBM Dataset pointer.
- getHandle() - Method in class ai.djl.ml.lightgbm.LgbmNDArray
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Returns the native LightGBM handle to the array.
- getHandle() - Method in class ai.djl.ml.lightgbm.LgbmSymbolBlock
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Gets the native LightGBM Booster pointer.
- getRank() - Method in class ai.djl.ml.lightgbm.LgbmEngine
- getRows() - Method in class ai.djl.ml.lightgbm.LgbmNDArray
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Returns the number of data rows (assuming a 2D matrix).
- getShape() - Method in class ai.djl.ml.lightgbm.LgbmDataset
- getSparseFormat() - Method in class ai.djl.ml.lightgbm.LgbmNDArray
- getSrcArray() - Method in class ai.djl.ml.lightgbm.LgbmDataset
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Returns the array used to create this (if applicable).
- getSrcArrayConverted() - Method in class ai.djl.ml.lightgbm.LgbmDataset
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Returns the array used to create this (if applicable) converted into an
LgbmNDArray
. - getSrcFile() - Method in class ai.djl.ml.lightgbm.LgbmDataset
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Returns the file used to create this (if applicable).
- getSrcType() - Method in class ai.djl.ml.lightgbm.LgbmDataset
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Returns the type of source data for the
LgbmDataset
. - getTypeConstant() - Method in class ai.djl.ml.lightgbm.LgbmNDArray
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Returns the LightGBM type constant of the array.
- getVersion() - Method in class ai.djl.ml.lightgbm.LgbmEngine
H
- hasCapability(String) - Method in class ai.djl.ml.lightgbm.LgbmEngine
I
- inference(SWIGTYPE_p_p_void, int, NDArray) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- inferenceMat(SWIGTYPE_p_p_void, int, LgbmNDArray) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- intern(NDArray) - Method in class ai.djl.ml.lightgbm.LgbmDataset
- intern(NDArray) - Method in class ai.djl.ml.lightgbm.LgbmNDArray
J
- JniUtils - Class in ai.djl.ml.lightgbm.jni
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DJL class that has access to LightGBM JNI.
L
- LgbmDataset - Class in ai.djl.ml.lightgbm
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A special
NDArray
used by LightGBM for training models. - LgbmDataset.SrcType - Enum in ai.djl.ml.lightgbm
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The type of data used to create the
LgbmDataset
. - LgbmEngine - Class in ai.djl.ml.lightgbm
- LgbmEngineProvider - Class in ai.djl.ml.lightgbm
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LgbmEngineProvider
is the LightGBM implementation ofEngineProvider
. - LgbmEngineProvider() - Constructor for class ai.djl.ml.lightgbm.LgbmEngineProvider
- LgbmModel - Class in ai.djl.ml.lightgbm
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LgbmModel
is the LightGBM implementation ofModel
. - LgbmNDArray - Class in ai.djl.ml.lightgbm
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LgbmNDArray
is the LightGBM implementation ofNDArray
. - LgbmNDManager - Class in ai.djl.ml.lightgbm
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LgbmNDManager
is the LightGBM implementation ofNDManager
. - LgbmSymbolBlock - Class in ai.djl.ml.lightgbm
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LgbmSymbolBlock
is the LightGBM implementation ofSymbolBlock
. - LgbmSymbolBlock(LgbmNDManager, int, SWIGTYPE_p_p_void) - Constructor for class ai.djl.ml.lightgbm.LgbmSymbolBlock
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Constructs a
LgbmSymbolBlock
. - LibUtils - Class in ai.djl.ml.lightgbm.jni
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Utilities for the
LgbmEngine
to load the native binary. - load(Path) - Method in class ai.djl.ml.lightgbm.LgbmNDManager
- load(Path, String, Map<String, ?>) - Method in class ai.djl.ml.lightgbm.LgbmModel
- loadModel(LgbmNDManager, String) - Static method in class ai.djl.ml.lightgbm.jni.JniUtils
- loadNative() - Static method in class ai.djl.ml.lightgbm.jni.LibUtils
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Loads the native binary for LightGBM.
N
- newBaseManager() - Method in class ai.djl.ml.lightgbm.LgbmEngine
- newBaseManager(Device) - Method in class ai.djl.ml.lightgbm.LgbmEngine
- newModel(String, Device) - Method in class ai.djl.ml.lightgbm.LgbmEngine
- newSubManager(Device) - Method in class ai.djl.ml.lightgbm.LgbmNDManager
R
- returnResource(NDManager) - Method in class ai.djl.ml.lightgbm.LgbmNDArray
T
- toByteBuffer() - Method in class ai.djl.ml.lightgbm.LgbmDataset
- toByteBuffer() - Method in class ai.djl.ml.lightgbm.LgbmNDArray
V
- valueOf(String) - Static method in enum ai.djl.ml.lightgbm.LgbmDataset.SrcType
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Returns the enum constant of this type with the specified name.
- values() - Static method in enum ai.djl.ml.lightgbm.LgbmDataset.SrcType
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Returns an array containing the constants of this enum type, in the order they are declared.
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