Package ml.shifu.guagua.example.nn
Class NNConstants
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- ml.shifu.guagua.example.nn.NNConstants
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public final class NNConstants extends Object
Constants in guagua mapreduce.
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Field Summary
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Field Detail
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GUAGUA_NN_LEARNING_RATE
public static final String GUAGUA_NN_LEARNING_RATE
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- Constant Field Values
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GUAGUA_NN_THREAD_COUNT
public static final String GUAGUA_NN_THREAD_COUNT
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- Constant Field Values
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GUAGUA_NN_ALGORITHM
public static final String GUAGUA_NN_ALGORITHM
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- Constant Field Values
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GUAGUA_NN_OUTPUT_NODES
public static final String GUAGUA_NN_OUTPUT_NODES
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- Constant Field Values
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GUAGUA_NN_HIDDEN_NODES
public static final String GUAGUA_NN_HIDDEN_NODES
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- Constant Field Values
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GUAGUA_NN_INPUT_NODES
public static final String GUAGUA_NN_INPUT_NODES
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- Constant Field Values
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GUAGUA_NN_DEFAULT_LEARNING_RATE
public static final String GUAGUA_NN_DEFAULT_LEARNING_RATE
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- Constant Field Values
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GUAGUA_NN_DEFAULT_THREAD_COUNT
public static final int GUAGUA_NN_DEFAULT_THREAD_COUNT
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- Constant Field Values
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GUAGUA_NN_DEFAULT_ALGORITHM
public static final String GUAGUA_NN_DEFAULT_ALGORITHM
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- Constant Field Values
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GUAGUA_NN_DEFAULT_OUTPUT_NODES
public static final int GUAGUA_NN_DEFAULT_OUTPUT_NODES
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- Constant Field Values
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GUAGUA_NN_DEFAULT_HIDDEN_NODES
public static final int GUAGUA_NN_DEFAULT_HIDDEN_NODES
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- Constant Field Values
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GUAGUA_NN_DEFAULT_INPUT_NODES
public static final int GUAGUA_NN_DEFAULT_INPUT_NODES
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- Constant Field Values
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GUAGUA_NN_OUTPUT
public static final String GUAGUA_NN_OUTPUT
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- Constant Field Values
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NN_RECORD_SCALE
public static final String NN_RECORD_SCALE
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- Constant Field Values
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NN_TEST_SCALE
public static final String NN_TEST_SCALE
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- Constant Field Values
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NN_DEFAULT_COLUMN_SEPARATOR
public static final String NN_DEFAULT_COLUMN_SEPARATOR
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- Constant Field Values
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RESILIENTPROPAGATION
public static final String RESILIENTPROPAGATION
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- Constant Field Values
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SCALEDCONJUGATEGRADIENT
public static final String SCALEDCONJUGATEGRADIENT
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- Constant Field Values
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MANHATTAN_PROPAGATION
public static final String MANHATTAN_PROPAGATION
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- Constant Field Values
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QUICK_PROPAGATION
public static final String QUICK_PROPAGATION
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BACK_PROPAGATION
public static final String BACK_PROPAGATION
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POSITIVE_ETA
public static final double POSITIVE_ETA
The POSITIVE ETA value. This is specified by the resilient propagation algorithm. This is the percentage by which the deltas are increased by if the partial derivative is greater than zero.- See Also:
- Constant Field Values
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NEGATIVE_ETA
public static final double NEGATIVE_ETA
The NEGATIVE ETA value. This is specified by the resilient propagation algorithm. This is the percentage by which the deltas are increased by if the partial derivative is less than zero.- See Also:
- Constant Field Values
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DELTA_MIN
public static final double DELTA_MIN
The minimum delta value for a weight matrix value.- See Also:
- Constant Field Values
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DEFAULT_INITIAL_UPDATE
public static final double DEFAULT_INITIAL_UPDATE
The starting update for a delta.- See Also:
- Constant Field Values
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