- Enumerations
Enumeration for matrix and vector operations
This section describes the enumerations that are used in various matrix and vector methods.
Enumeration of vector norms for vector::Norm.
ID |
Description |
---|---|
VECTOR_NORM_INF |
Inf norm |
VECTOR_NORM_MINUS_INF |
Minus Inf norm |
VECTOR_NORM_P |
Norm P |
Enumeration of matrix norms for matrix::Norm and for obtaining the matrix::Cond matrix condition number.
ID |
Description |
---|---|
MATRIX_NORM_FROBENIUS |
Frobenius norm |
MATRIX_NORM_SPECTRAL |
Spectral norm |
MATRIX_NORM_NUCLEAR |
Nuclear norm |
MATRIX_NORM_INF |
Inf norm |
MATRIX_NORM_P1 |
P1 norm |
MATRIX_NORM_P2 |
P2 norm |
MATRIX_NORM_MINUS_INF |
Minus Inf norm |
MATRIX_NORM_MINUS_P1 |
Minus P1 norm |
MATRIX_NORM_MINUS_P2 |
Minus P2 norm |
Enumeration for convolution vector::Convolve and cross-correlation vector::Correlate.
ID |
Description |
---|---|
VECTOR_CONVOLVE_FULL |
Convolve full |
VECTOR_CONVOLVE_SAME |
Convolve same |
VECTOR_CONVOLVE_VALID |
Convolve valid |
Enumeration of regression metrics for vector::RegressionMetric.
ID |
Description |
---|---|
REGRESSION_MAE |
Mean Absolute Error |
REGRESSION_MSE |
Root mean square error |
REGRESSION_RMSE |
Root Mean Square Error |
REGRESSION_R2 |
R-Squared |
REGRESSION_MAPE |
Mean Absolute Percentage Error |
REGRESSION_MSPE |
Mean Square Percentage Error |
REGRESSION_RMSLE |
Root Mean Square Logarithmic Error |
Enumeration for loss function calculations vector::Loss.
ID |
Description |
---|---|
LOSS_MSE |
Root mean square error |
LOSS_MAE |
Mean Absolute Error |
LOSS_CCE |
Categorical Crossentropy |
LOSS_BCE |
Binary Crossentropy |
LOSS_MAPE |
Mean Absolute Percentage Error |
LOSS_MSLE |
Mean Squared Logarithmic Error |
LOSS_KLD |
Kullback-Leibler Divergence |
LOSS_COSINE |
Cosine similarity/proximity |
LOSS_POISSON |
Poisson |
LOSS_HINGE |
Hinge |
LOSS_SQ_HINGE |
Squared Hinge |
LOSS_CAT_HINGE |
Categorical Hinge |
LOSS_LOG_COSH |
Logarithm of the Hyperbolic Cosine |
LOSS_HUBER |
Huber |
Enumeration for the activation function vector::Activation and for the activation function derivative vector::Derivative.
ID |
Description |
---|---|
AF_ELU |
Exponential Linear Unit |
AF_EXP |
Exponential |
AF_GELU |
Gaussian Error Linear Unit |
AF_HARD_SIGMOID |
Hard Sigmoid |
AF_LINEAR |
Linear |
AF_LRELU |
Leaky Rectified Linear Unit |
AF_RELU |
REctified Linear Unit |
AF_SELU |
Scaled Exponential Linear Unit |
AF_SIGMOID |
Sigmoid |
AF_SOFTMAX |
Softmax |
AF_SOFTPLUS |
Softplus |
AF_SOFTSIGN |
Softsign |
AF_SWISH |
Swish |
AF_TANH |
The hyperbolic tangent function |
AF_TRELU |
Thresholded Rectified Linear Unit |
Enumeration of sort types for the Sort function.
ID |
Description |
---|---|
SORT_MODE_ASCENDING |
Sort ascending |
SORT_MODE_DESCENDING |
Sort descending |