Up – Package index » owl-base » Library owl-base » Owl_base_dense_ndarray_generic

Module `Owl_base_dense_ndarray_generic`Source

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.

Type definition

Sourcetype ('a, 'b) t = ('a, 'b, Bigarray.c_layout) Bigarray.Genarray.t

Refer to :doc:`owl_dense_ndarray_generic`

Sourcetype ('a, 'b) kind = ('a, 'b) Bigarray.kind

Refer to :doc:`owl_dense_ndarray_generic`

Create Ndarrays

Sourceval empty : ('a, 'b) kind -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval create : ('a, 'b) kind -> int array -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval init : ('a, 'b) kind -> int array -> (int -> 'a) -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval init_nd : ('a, 'b) kind -> int array -> (int array -> 'a) -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval zeros : ('a, 'b) kind -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval ones : ('a, 'b) kind -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval eye : ('a, 'b) kind -> int -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval uniform : ('a, 'b) kind -> ?a:'a -> ?b:'a -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval gaussian : ('a, 'b) kind -> ?mu:'a -> ?sigma:'a -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sequential : ('a, 'b) kind -> ?a:'a -> ?step:'a -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval bernoulli : ('a, 'b) kind -> ?p:float -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Obtain basic properties

Sourceval shape : ('a, 'b) t -> int array

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval num_dims : ('a, 'b) t -> int

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval nth_dim : ('a, 'b) t -> int -> int

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval numel : ('a, 'b) t -> int

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval kind : ('a, 'b) t -> ('a, 'b) kind

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval strides : ('a, 'b) t -> int array

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval slice_size : ('a, 'b) t -> int array

Refer to :doc:`owl_dense_ndarray_generic`

Manipulate Ndarrays

Sourceval get : ('a, 'b) t -> int array -> 'a

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval set : ('a, 'b) t -> int array -> 'a -> unit

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval get_slice : int list list -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval set_slice : int list list -> ('a, 'b) t -> ('a, 'b) t -> unit

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval reset : ('a, 'b) t -> unit

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval fill : ('a, 'b) t -> 'a -> unit

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval copy : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval copy_ : out:('a, 'b) t -> ('a, 'b) t -> unit

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval reshape : ('a, 'b) t -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval flatten : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval reverse : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval transpose : ?axis:int array -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval tile : ('a, 'b) t -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval repeat : ('a, 'b) t -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval pad : ?v:'a -> int list list -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval concatenate : ?axis:int -> ('a, 'b) t array -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval split : ?axis:int -> int array -> ('a, 'b) t -> ('a, 'b) t array

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval draw : ?axis:int -> ('a, 'b) t -> int -> ('a, 'b) t * int array

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval one_hot : int -> ('a, 'b) t -> ('a, 'b) t

TODO: not implemented

Iterate array elements

Sourceval iteri : (int -> 'a -> unit) -> ('a, 'b) t -> unit

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval iter : ('a -> unit) -> ('a, 'b) t -> unit

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval mapi : (int -> 'a -> 'a) -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval map : ('a -> 'a) -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval filteri : (int -> 'a -> bool) -> ('a, 'b) t -> int array

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval filter : ('a -> bool) -> ('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`

Sourceval fold : ?axis:int -> ('a -> 'a -> 'a) -> 'a -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval scani : ?axis:int -> (int -> 'a -> 'a -> 'a) -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval scan : ?axis:int -> ('a -> 'a -> 'a) -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Examination & Comparison

Sourceval exists : ('a -> bool) -> ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval not_exists : ('a -> bool) -> ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval for_all : ('a -> bool) -> ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval is_zero : ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval is_positive : ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval is_negative : ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval is_nonpositive : ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval is_nonnegative : ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval is_normal : ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval not_nan : ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval not_inf : ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval equal : ('a, 'b) t -> ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval not_equal : ('a, 'b) t -> ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval greater : ('a, 'b) t -> ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval less : ('a, 'b) t -> ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval greater_equal : ('a, 'b) t -> ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval less_equal : ('a, 'b) t -> ('a, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_equal : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_not_equal : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_less : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_greater : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_less_equal : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_greater_equal : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval equal_scalar : ('a, 'b) t -> 'a -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval not_equal_scalar : ('a, 'b) t -> 'a -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval less_scalar : ('a, 'b) t -> 'a -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval greater_scalar : ('a, 'b) t -> 'a -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval less_equal_scalar : ('a, 'b) t -> 'a -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval greater_equal_scalar : ('a, 'b) t -> 'a -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_equal_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_not_equal_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_less_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_greater_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_less_equal_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval elt_greater_equal_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval approx_equal : ?eps:float -> (float, 'b) t -> (float, 'b) t -> bool

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval approx_equal_scalar : ?eps:float -> (float, 'b) t -> float -> bool

Refer 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`

Input/Output functions

Sourceval 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 -> string) ->
  ('a, 'b) t ->
  unit

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval load : ('a, 'b) kind -> string -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Unary math operators

Sourceval min : ?axis:int -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval max : ?axis:int -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sum : ?axis:int -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sum' : ('a, 'b) t -> 'a

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sum_reduce : ?axis:int array -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval min' : ('a, 'b) t -> 'a

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval max' : ('a, 'b) t -> 'a

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval abs : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval conj : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval neg : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval reci : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval signum : (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sqr : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sqrt : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval cbrt : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval exp : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval exp2 : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval exp10 : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval expm1 : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval log : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval log2 : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval log10 : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval log1p : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sin : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval cos : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval tan : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval asin : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval acos : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval atan : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sinh : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval cosh : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval tanh : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval asinh : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval acosh : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval atanh : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval floor : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval ceil : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval round : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval trunc : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval fix : ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval erf : (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval erfc : (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval relu : (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval softsign : (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval softplus : (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sigmoid : (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval softmax : ?axis:int -> (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval l1norm' : (float, 'b) t -> float

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval l2norm' : (float, 'b) t -> float

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval l2norm_sqr' : (float, 'b) t -> float

Refer to :doc:`owl_dense_ndarray_generic`

Binary math operators

Sourceval add : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sub : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval mul : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval div : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval add_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval sub_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval mul_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval div_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval scalar_add : 'a -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval scalar_sub : 'a -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval scalar_mul : 'a -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval scalar_div : 'a -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval pow : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval scalar_pow : 'a -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval pow_scalar : ('a, 'b) t -> 'a -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval atan2 : (float, 'a) t -> (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval scalar_atan2 : float -> (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval atan2_scalar : (float, 'a) t -> float -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval min2 : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval max2 : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval fmod : (float, 'a) t -> (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval fmod_scalar : (float, 'a) t -> float -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval scalar_fmod : float -> (float, 'a) t -> (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`

Sourceval clip_by_l2norm : float -> (float, 'a) t -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval fma : ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) t -> ('a, 'b) 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 dilated_conv1d : 
  ?padding:Owl_types.padding ->
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  int array ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val dilated_conv2d : 
  ?padding:Owl_types.padding ->
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  int array ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val dilated_conv3d : 
  ?padding:Owl_types.padding ->
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  int array ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val transpose_conv1d : 
  ?padding:Owl_types.padding ->
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val transpose_conv2d : 
  ?padding:Owl_types.padding ->
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val transpose_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`

Sourceval upsampling2d : (float, 'a) t -> int array -> (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val conv1d_backward_input : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

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`

val conv2d_backward_input : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

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`

val conv3d_backward_input : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

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 dilated_conv1d_backward_input : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val dilated_conv1d_backward_kernel : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val dilated_conv2d_backward_input : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val dilated_conv2d_backward_kernel : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val dilated_conv3d_backward_input : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val dilated_conv3d_backward_kernel : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val transpose_conv1d_backward_input : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val transpose_conv1d_backward_kernel : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val transpose_conv2d_backward_input : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val transpose_conv2d_backward_kernel : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val transpose_conv3d_backward_input : 
  (float, 'a) t ->
  (float, 'a) t ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

val transpose_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 upsampling2d_backward : 
  (float, 'a) t ->
  int array ->
  (float, 'a) t ->
  (float, 'a) t

Refer to :doc:`owl_dense_ndarray_generic`

Helper functions

Sourceval sum_slices : ?axis:int -> (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_ndarray_generic`

Matrix functions

Sourceval row_num : ('a, 'b) t -> int

Refer to :doc:`owl_dense_matrix_generic`

Sourceval col_num : ('a, 'b) t -> int

Refer to :doc:`owl_dense_matrix_generic`

Sourceval row : ('a, 'b) t -> int -> ('a, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval rows : ('a, 'b) t -> int array -> ('a, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval copy_row_to : ('a, 'b) t -> ('a, 'b) t -> int -> unit

Refer to :doc:`owl_dense_matrix_generic`

Sourceval copy_col_to : ('a, 'b) t -> ('a, 'b) t -> int -> unit

Refer to :doc:`owl_dense_matrix_generic`

Sourceval dot : (float, 'b) t -> (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval inv : (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval logdet : (float, 'b) t -> float

Refer to :doc:`owl_dense_matrix_generic`

Sourceval chol : ?upper:bool -> (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval qr : (float, 'b) t -> (float, 'b) t * (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval lq : (float, 'b) t -> (float, 'b) t * (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

val svd : 
  ?thin:bool ->
  (float, 'b) t ->
  (float, 'b) t * (float, 'b) t * (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval lyapunov : (float, 'b) t -> (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

val discrete_lyapunov : 
  ?solver:[ `default | `bilinear | `direct ] ->
  (float, 'b) t ->
  (float, 'b) t ->
  (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

val linsolve : 
  ?trans:bool ->
  ?typ:[ `n | `u | `l ] ->
  (float, 'b) t ->
  (float, 'b) t ->
  (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval diag : ?k:int -> (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval diagm : ?k:int -> (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval tril : ?k:int -> (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval triu : ?k:int -> (float, 'b) t -> (float, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval trace : (float, 'b) t -> float

Refer to :doc:`owl_dense_matrix_generic`

Sourceval to_rows : ('a, 'b) t -> ('a, 'b) t array

Refer to :doc:`owl_dense_matrix_generic`

Sourceval of_rows : ('a, 'b) t array -> ('a, 'b) t

Refer to :doc:`owl_dense_matrix_generic`

Sourceval to_cols : ('a, 'b) t -> ('a, 'b) t array

TODO

Sourceval of_cols : ('a, 'b) t array -> ('a, 'b) t

TODO

Sourceval of_arrays : ('a, 'b) kind -> 'a array 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`

Helper functions

Sourceval float_to_elt : 'a -> 'a

Identity function to deal with the type conversion required by other functors.

Sourceval elt_to_float : 'a -> 'a

Identity function to deal with the type conversion required by other functors.