N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.
About the comparison of two complex numbers ``x`` and ``y``, Owl uses the following conventions: 1) ``x`` and ``y`` are equal iff both real and imaginary parts are equal; 2) ``x`` is less than ``y`` if the magnitude of ``x`` is less than the magnitude of ``x``; in case both ``x`` and ``y`` have the same magnitudes, ``x`` is less than ``x`` if the phase of ``x`` is less than the phase of ``y``; 3) less or equal, greater, greater or equal relation can be further defined atop of the aforementioned conventions.
Refer to :doc:`owl_dense_ndarray_generic`
Refer to :doc:`owl_dense_ndarray_generic`
val empty : ('a , 'b ) kind -> int array -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val create : ('a , 'b ) kind -> int array -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val init : ('a , 'b ) kind -> int array -> (int -> 'a ) -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val zeros : ('a , 'b ) kind -> int array -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val ones : ('a , 'b ) kind -> int array -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
Refer to :doc:`owl_dense_ndarray_generic`
val gaussian :
(float, 'b ) kind -> ?mu :float -> ?sigma :float -> int array -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val sequential :
(float, 'b ) kind -> ?a :float -> ?step :float -> int array -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val bernoulli : (float, 'b ) kind -> ?p :float -> int array -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val shape : ('a , 'b ) t -> int array Refer to :doc:`owl_dense_ndarray_generic`
val num_dims : ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val numel : ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val kind : ('a , 'b ) t -> ('a , 'b ) kind Refer to :doc:`owl_dense_ndarray_generic`
val strides : ('a , 'b ) t -> int array Refer to :doc:`owl_dense_ndarray_generic`
val slice_size : ('a , 'b ) t -> int array Refer to :doc:`owl_dense_ndarray_generic`
val get : ('a , 'b ) t -> int array -> 'a Refer to :doc:`owl_dense_ndarray_generic`
val set : ('a , 'b ) t -> int array -> 'a -> Refer to :doc:`owl_dense_ndarray_generic`
val get_slice : int list list-> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val set_slice : int list list-> ('a , 'b ) t -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val reset : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val copy : ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val reshape : ('a , 'b ) t -> int array -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val flatten : ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val reverse : ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val transpose : ?axis :int array -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val tile : ('a , 'b ) t -> int array -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val repeat : ?axis :int -> ('a , 'b ) t -> int -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val concatenate : ?axis :int -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val split : ?axis :int -> int array -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val draw : ?axis :int -> ('a , 'b ) t -> int -> ('a , 'b ) t int array Refer to :doc:`owl_dense_ndarray_generic`
val iteri : (int -> 'a -> -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val iter : ('a -> -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val mapi : (int -> 'a -> 'a ) -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val map : ('a -> 'a ) -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val filteri : (int -> 'a -> -> ('a , 'b ) t -> int array Refer to :doc:`owl_dense_ndarray_generic`
val filter : ('a -> -> ('a , 'b ) t -> int array Refer to :doc:`owl_dense_ndarray_generic`
val foldi :
?axis :int -> (int -> 'a -> 'a -> 'a ) -> 'a -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val fold : ?axis :int -> ('a -> 'a -> 'a ) -> 'a -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val scani : ?axis :int -> (int -> 'a -> 'a -> 'a ) -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val scan : ?axis :int -> ('a -> 'a -> 'a ) -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val exists : ('a -> -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val not_exists : ('a -> -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val for_all : ('a -> -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val is_zero : ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val is_positive : ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val is_negative : ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val is_nonpositive : ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val is_nonnegative : ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val is_normal : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val not_nan : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val not_inf : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val equal : ('a , 'b ) t -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val not_equal : ('a , 'b ) t -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val greater : ('a , 'b ) t -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val less : ('a , 'b ) t -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val greater_equal : ('a , 'b ) t -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val less_equal : ('a , 'b ) t -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val elt_equal : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_not_equal : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_less : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_greater : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_less_equal : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_greater_equal : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val equal_scalar : ('a , 'b ) t -> 'a -> Refer to :doc:`owl_dense_ndarray_generic`
val not_equal_scalar : ('a , 'b ) t -> 'a -> Refer to :doc:`owl_dense_ndarray_generic`
val less_scalar : ('a , 'b ) t -> 'a -> Refer to :doc:`owl_dense_ndarray_generic`
val greater_scalar : ('a , 'b ) t -> 'a -> Refer to :doc:`owl_dense_ndarray_generic`
val less_equal_scalar : ('a , 'b ) t -> 'a -> Refer to :doc:`owl_dense_ndarray_generic`
val greater_equal_scalar : ('a , 'b ) t -> 'a -> Refer to :doc:`owl_dense_ndarray_generic`
val elt_equal_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_not_equal_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_less_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_greater_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_less_equal_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val elt_greater_equal_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val approx_equal : ?eps :float -> (float, 'b ) t -> (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val approx_equal_scalar : ?eps :float -> (float, 'b ) t -> float -> boolRefer to :doc:`owl_dense_ndarray_generic`
val approx_elt_equal :
?eps :float -> (float, 'b ) t -> (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val approx_elt_equal_scalar :
?eps :float -> (float, 'b ) t -> float ->
(float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val of_array : ('a , 'b ) kind -> 'a array-> int array -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val print :
?max_row :int -> ?max_col :int -> ?header :bool -> ?fmt :('a -> -> ('a , 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val load : ('a , 'b ) kind -> string -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val sum : ?axis :int -> (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val sum' : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val min' : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val max' : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val abs : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val neg : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val signum : (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val sqr : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val sqrt : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val exp : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val log : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val log10 : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val log2 : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val sin : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val cos : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val tan : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val asin : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val acos : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val atan : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val sinh : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val cosh : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val tanh : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val asinh : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val acosh : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val atanh : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val floor : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val ceil : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val round : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val relu : (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val sigmoid : (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val l1norm' : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val l2norm' : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val l2norm_sqr' : (float, 'b ) t -> Refer to :doc:`owl_dense_ndarray_generic`
val add : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val sub : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val mul : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val div : ('a , 'b ) t -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val add_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val sub_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val mul_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val div_scalar : ('a , 'b ) t -> 'a -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val scalar_add : 'a -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val scalar_sub : 'a -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val scalar_mul : 'a -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val scalar_div : 'a -> ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val pow : (float, 'b ) t -> (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val scalar_pow : float -> (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val pow_scalar : (float, 'b ) t -> float -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val atan2 : (float, 'a ) t -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val scalar_atan2 : float -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val atan2_scalar : (float, 'a ) t -> float -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val clip_by_value :
?amin :float -> ?amax :float -> (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val clip_by_l2norm : float -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val conv1d :
?padding :Owl_types.padding -> (float, 'a ) t -> (float, 'a ) t -> int array -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val conv2d :
?padding :Owl_types.padding -> (float, 'a ) t -> (float, 'a ) t -> int array -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val conv3d :
?padding :Owl_types.padding -> (float, 'a ) t -> (float, 'a ) t -> int array -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val max_pool1d :
?padding :Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val max_pool2d :
?padding :Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val max_pool3d :
?padding :Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val avg_pool1d :
?padding :Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val avg_pool2d :
?padding :Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val avg_pool3d :
?padding :Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
Refer to :doc:`owl_dense_ndarray_generic`
val conv1d_backward_kernel :
(float, 'a ) t -> (float, 'a ) t -> int array -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
Refer to :doc:`owl_dense_ndarray_generic`
val conv2d_backward_kernel :
(float, 'a ) t -> (float, 'a ) t -> int array -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
Refer to :doc:`owl_dense_ndarray_generic`
val conv3d_backward_kernel :
(float, 'a ) t -> (float, 'a ) t -> int array -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val max_pool1d_backward :
Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val max_pool2d_backward :
Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val max_pool3d_backward :
Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val avg_pool1d_backward :
Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val avg_pool2d_backward :
Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val avg_pool3d_backward :
Owl_types.padding -> (float, 'a ) t -> int array -> int array -> (float, 'a ) t -> (float, 'a ) t Refer to :doc:`owl_dense_ndarray_generic`
val sum_slices : ?axis :int -> (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_ndarray_generic`
val row_num : ('a , 'b ) t -> Refer to :doc:`owl_dense_matrix_generic`
val col_num : ('a , 'b ) t -> Refer to :doc:`owl_dense_matrix_generic`
val row : ('a , 'b ) t -> int -> ('a , 'b ) t Refer to :doc:`owl_dense_matrix_generic`
val rows : ('a , 'b ) t -> int array -> ('a , 'b ) t Refer to :doc:`owl_dense_matrix_generic`
val copy_row_to : ('a , 'b ) t -> ('a , 'b ) t -> int -> unitRefer to :doc:`owl_dense_matrix_generic`
val copy_col_to : ('a , 'b ) t -> ('a , 'b ) t -> int -> unitRefer to :doc:`owl_dense_matrix_generic`
val dot : (float, 'b ) t -> (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_matrix_generic`
val inv : (float, 'b ) t -> (float, 'b ) t Refer to :doc:`owl_dense_matrix_generic`
val trace : (float, 'b ) t -> Refer to :doc:`owl_dense_matrix_generic`
val to_rows : ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_matrix_generic`
val of_rows : ('a , 'b ) t -> ('a , 'b ) t Refer to :doc:`owl_dense_matrix_generic`
val of_arrays : ('a , 'b ) kind -> 'a array-> ('a , 'b ) t Refer to :doc:`owl_dense_matrix_generic`
val draw_rows :
?replacement :bool -> ('a , 'b ) t -> int ->
('a , 'b ) t int array Refer to :doc:`owl_dense_matrix_generic`
val draw_rows2 :
?replacement :bool -> ('a , 'b ) t -> ('a , 'b ) t -> int ->
('a , 'b ) t ('a , 'b ) t int array Refer to :doc:`owl_dense_matrix_generic`