Table Of Contents
Table Of Contents

Sparse routines

Create Arrays

array Creates a sparse array from any object exposing the array interface.
csr_matrix Creates a CSRNDArray, an 2D array with compressed sparse row (CSR) format.
empty Returns a new array of given shape and type, without initializing entries.
row_sparse_array Creates a RowSparseNDArray, a multidimensional row sparse array with a set of tensor slices at given indices.
zeros Return a new array of given shape and type, filled with zeros.
zeros_like Return an array of zeros with the same shape, type and storage type as the input array.

Manipulate

Change shape and type

cast_storage Casts tensor storage type to the new type.

Index

retain pick rows specified by user input index array from a row sparse matrix and save them in the output sparse matrix.
slice Slices a region of the array.
where Return the elements, either from x or y, depending on the condition.

Math

Arithmetic

add_n Adds all input arguments element-wise.
broadcast_add Returns element-wise sum of the input arrays with broadcasting.
broadcast_div Returns element-wise division of the input arrays with broadcasting.
broadcast_mul Returns element-wise product of the input arrays with broadcasting.
broadcast_sub Returns element-wise difference of the input arrays with broadcasting.
dot Dot product of two arrays.
elemwise_add Adds arguments element-wise.
elemwise_mul Multiplies arguments element-wise.
elemwise_sub Subtracts arguments element-wise.
negative Numerical negative of the argument, element-wise.

Trigonometric

arcsin Returns element-wise inverse sine of the input array.
arctan Returns element-wise inverse tangent of the input array.
degrees Converts each element of the input array from radians to degrees.
radians Converts each element of the input array from degrees to radians.
sin Computes the element-wise sine of the input array.
tan Computes the element-wise tangent of the input array.

Hyperbolic

arcsinh Returns the element-wise inverse hyperbolic sine of the input array, computed element-wise.
arctanh Returns the element-wise inverse hyperbolic tangent of the input array, computed element-wise.
sinh Returns the hyperbolic sine of the input array, computed element-wise.
tanh Returns the hyperbolic tangent of the input array, computed element-wise.

Reduce

mean Computes the mean of array elements over given axes.
norm Computes the norm on an NDArray.
sum Computes the sum of array elements over given axes.

Round

ceil Returns element-wise ceiling of the input.
fix Returns element-wise rounded value to the nearest integer towards zero of the input.
floor Returns element-wise floor of the input.
rint Returns element-wise rounded value to the nearest integer of the input.
round Returns element-wise rounded value to the nearest integer of the input.
trunc Return the element-wise truncated value of the input.

Exponents and logarithms

expm1 Returns exp(x) - 1 computed element-wise on the input.
log1p Returns element-wise log(1 + x) value of the input.

Powers

sqrt Returns element-wise square-root value of the input.
square Returns element-wise squared value of the input.

Miscellaneous

abs Returns element-wise absolute value of the input.
sign Returns element-wise sign of the input.

Neural network

Updater

adam_update Update function for Adam optimizer.
adagrad_update Update function for AdaGrad optimizer.
sgd_mom_update Momentum update function for Stochastic Gradient Descent (SGD) optimizer.
sgd_update Update function for Stochastic Gradient Descent (SDG) optimizer.

More

Embedding Maps integer indices to vector representations (embeddings).
LinearRegressionOutput Computes and optimizes for squared loss during backward propagation.
LogisticRegressionOutput Applies a logistic function to the input.
make_loss Make your own loss function in network construction.
stop_gradient Stops gradient computation.