package owl-base

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OCaml Scientific and Engineering Computing - Base

Install

Dune Dependency

github.com Readme Changelog MIT License Edit opam file Versions (16)

Authors

L

Liang Wang

Maintainers

L

Liang Wang <ryanrhymes@gmail.com>

Sources

owl-1.2.tbz

sha256=3817a2e4391922c8a2225b4e33ca95da6809246994e6bf291a300c82d8cac6c5

sha512=68a21f540cb4a289419f35cd152d132af36f1000fb41f98bab6e100698820379e36d650c5aa70a0126513451b354f86a28ea4ecf6f1d3b196b5b5e56f0fac9bd

doc/owl-base/Owl_base_dense_ndarray/S/index.html

Module `Owl_base_dense_ndarray.S`Source

include module type of struct include Owl_base_dense_ndarray_s end

Sourcetype elt = float

Sourcetype arr = (float, Bigarray.float32_elt, Bigarray.c_layout) Bigarray.Genarray.t

include Owl_base_dense_ndarray_intf.Common
  with type arr := arr
   and type elt := elt

Sourceval number : Owl_types_common.number

Sourceval empty : int array -> arr

Sourceval zeros : int array -> arr

Sourceval ones : int array -> arr

Sourceval create : int array -> elt -> arr

Sourceval init : int array -> (int -> elt) -> arr

Sourceval init_nd : int array -> (int array -> elt) -> arr

Sourceval sequential : ?a:elt -> ?step:elt -> int array -> arr

Sourceval uniform : ?a:elt -> ?b:elt -> int array -> arr

Sourceval gaussian : ?mu:elt -> ?sigma:elt -> int array -> arr

Sourceval bernoulli : ?p:float -> int array -> arr

Sourceval shape : arr -> int array

Sourceval numel : arr -> int

Sourceval strides : arr -> int array

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval slice_size : arr -> int array

Refer to :doc:`owl_dense_ndarray_generic`

Sourceval get : arr -> int array -> elt

Sourceval set : arr -> int array -> elt -> unit

Sourceval get_slice : int list list -> arr -> arr

Sourceval set_slice : int list list -> arr -> arr -> unit

Sourceval get_fancy : Owl_types_common.index list -> arr -> arr

Sourceval set_fancy : Owl_types_common.index list -> arr -> arr -> unit

Sourceval copy : arr -> arr

Sourceval copy_ : out:arr -> arr -> unit

Sourceval reset : arr -> unit

Sourceval reshape : arr -> int array -> arr

Sourceval flatten : arr -> arr

Sourceval reverse : arr -> arr

Sourceval tile : arr -> int array -> arr

Sourceval repeat : arr -> int array -> arr

Sourceval concatenate : ?axis:int -> arr array -> arr

Sourceval stack : ?axis:int -> arr array -> arr

Sourceval squeeze : ?axis:int array -> arr -> arr

Sourceval expand : ?hi:bool -> arr -> int -> arr

Sourceval split : ?axis:int -> int array -> arr -> arr array

Sourceval draw : ?axis:int -> arr -> int -> arr * int array

Sourceval pad : ?v:elt -> int list list -> arr -> arr

Sourceval one_hot : int -> arr -> arr

Source

val print : 
  ?max_row:int ->
  ?max_col:int ->
  ?header:bool ->
  ?fmt:(elt -> string) ->
  arr ->
  unit

Sourceval abs : arr -> arr

Sourceval neg : arr -> arr

Sourceval floor : arr -> arr

Sourceval ceil : arr -> arr

Sourceval round : arr -> arr

Sourceval sqr : arr -> arr

Sourceval sqrt : arr -> arr

Sourceval log : arr -> arr

Sourceval log2 : arr -> arr

Sourceval log10 : arr -> arr

Sourceval exp : arr -> arr

Sourceval sin : arr -> arr

Sourceval cos : arr -> arr

Sourceval tan : arr -> arr

Sourceval sinh : arr -> arr

Sourceval cosh : arr -> arr

Sourceval tanh : arr -> arr

Sourceval asin : arr -> arr

Sourceval acos : arr -> arr

Sourceval atan : arr -> arr

Sourceval asinh : arr -> arr

Sourceval acosh : arr -> arr

Sourceval atanh : arr -> arr

Sourceval min : ?axis:int -> ?keep_dims:bool -> arr -> arr

Sourceval max : ?axis:int -> ?keep_dims:bool -> arr -> arr

Sourceval sum : ?axis:int -> ?keep_dims:bool -> arr -> arr

Sourceval sum_reduce : ?axis:int array -> arr -> arr

Sourceval min' : arr -> elt

Sourceval max' : arr -> elt

Sourceval sum' : arr -> elt

Sourceval pow : arr -> arr -> arr

Sourceval scalar_pow : elt -> arr -> arr

Sourceval pow_scalar : arr -> elt -> arr

Sourceval add : arr -> arr -> arr

Sourceval sub : arr -> arr -> arr

Sourceval mul : arr -> arr -> arr

Sourceval div : arr -> arr -> arr

Sourceval add_scalar : arr -> elt -> arr

Sourceval sub_scalar : arr -> elt -> arr

Sourceval mul_scalar : arr -> elt -> arr

Sourceval div_scalar : arr -> elt -> arr

Sourceval scalar_add : elt -> arr -> arr

Sourceval scalar_sub : elt -> arr -> arr

Sourceval scalar_mul : elt -> arr -> arr

Sourceval scalar_div : elt -> arr -> arr

Sourceval fma : arr -> arr -> arr -> arr

Iterate array elements

Sourceval iteri : (int -> elt -> unit) -> arr -> unit

Sourceval iter : (elt -> unit) -> arr -> unit

Sourceval mapi : (int -> elt -> elt) -> arr -> arr

Sourceval map : (elt -> elt) -> arr -> arr

Sourceval filteri : (int -> elt -> bool) -> arr -> int array

Sourceval filter : (elt -> bool) -> arr -> int array

Sourceval foldi : ?axis:int -> (int -> elt -> elt -> elt) -> elt -> arr -> arr

Sourceval fold : ?axis:int -> (elt -> elt -> elt) -> elt -> arr -> arr

Sourceval scani : ?axis:int -> (int -> elt -> elt -> elt) -> arr -> arr

Sourceval scan : ?axis:int -> (elt -> elt -> elt) -> arr -> arr

Examination & Comparison

Sourceval exists : (elt -> bool) -> arr -> bool

Sourceval not_exists : (elt -> bool) -> arr -> bool

Sourceval for_all : (elt -> bool) -> arr -> bool

Sourceval is_zero : arr -> bool

Sourceval is_positive : arr -> bool

Sourceval is_negative : arr -> bool

Sourceval is_nonpositive : arr -> bool

Sourceval is_nonnegative : arr -> bool

Sourceval is_normal : arr -> bool

Sourceval not_nan : arr -> bool

Sourceval not_inf : arr -> bool

Sourceval equal : arr -> arr -> bool

Sourceval not_equal : arr -> arr -> bool

Sourceval greater : arr -> arr -> bool

Sourceval less : arr -> arr -> bool

Sourceval greater_equal : arr -> arr -> bool

Sourceval less_equal : arr -> arr -> bool

Sourceval elt_equal : arr -> arr -> arr

Sourceval elt_not_equal : arr -> arr -> arr

Sourceval elt_less : arr -> arr -> arr

Sourceval elt_greater : arr -> arr -> arr

Sourceval elt_less_equal : arr -> arr -> arr

Sourceval elt_greater_equal : arr -> arr -> arr

Sourceval equal_scalar : arr -> elt -> bool

Sourceval not_equal_scalar : arr -> elt -> bool

Sourceval less_scalar : arr -> elt -> bool

Sourceval greater_scalar : arr -> elt -> bool

Sourceval less_equal_scalar : arr -> elt -> bool

Sourceval greater_equal_scalar : arr -> elt -> bool

Sourceval elt_equal_scalar : arr -> elt -> arr

Sourceval elt_not_equal_scalar : arr -> elt -> arr

Sourceval elt_less_scalar : arr -> elt -> arr

Sourceval elt_greater_scalar : arr -> elt -> arr

Sourceval elt_less_equal_scalar : arr -> elt -> arr

Sourceval elt_greater_equal_scalar : arr -> elt -> arr

Sourceval row_num : arr -> int

Sourceval col_num : arr -> int

Sourceval row : arr -> int -> arr

Sourceval rows : arr -> int array -> arr

Sourceval copy_row_to : arr -> arr -> int -> unit

Sourceval copy_col_to : arr -> arr -> int -> unit

Sourceval diag : ?k:int -> arr -> arr

Sourceval transpose : ?axis:int array -> arr -> arr

Sourceval to_rows : arr -> arr array

Sourceval of_rows : arr array -> arr

Sourceval to_cols : arr -> arr array

Sourceval of_cols : arr array -> arr

Sourceval of_array : elt array -> int array -> arr

Sourceval of_arrays : elt array array -> arr

include Owl_base_dense_ndarray_intf.Real
  with type arr := arr
   and type elt := elt

Sourceval log_sum_exp' : arr -> elt

Sourceval log_sum_exp : ?axis:int -> ?keep_dims:bool -> arr -> arr

Sourceval sum_slices : ?axis:int -> arr -> arr

Sourceval signum : arr -> arr

Sourceval sigmoid : arr -> arr

Sourceval relu : arr -> arr

Sourceval dawsn : arr -> arr

Sourceval l1norm' : arr -> elt

Sourceval l2norm' : arr -> elt

Sourceval l2norm_sqr' : arr -> elt

Sourceval clip_by_value : ?amin:elt -> ?amax:elt -> arr -> arr

Sourceval clip_by_l2norm : elt -> arr -> arr

Sourceval atan2 : arr -> arr -> arr

Sourceval scalar_atan2 : elt -> arr -> arr

Sourceval atan2_scalar : arr -> elt -> arr

Sourceval approx_equal : ?eps:float -> arr -> arr -> bool

Sourceval approx_equal_scalar : ?eps:float -> arr -> float -> bool

Sourceval approx_elt_equal : ?eps:float -> arr -> arr -> arr

Sourceval approx_elt_equal_scalar : ?eps:float -> arr -> float -> arr

Sourceval dot : arr -> arr -> arr

Sourceval trace : arr -> elt

Helper functions

Sourceval float_to_elt : float -> elt

Sourceval elt_to_float : elt -> float

include Owl_base_dense_ndarray_intf.NN with type arr := arr

Source

val conv1d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  arr ->
  int array ->
  arr

Source

val conv2d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  arr ->
  int array ->
  arr

Source

val conv3d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  arr ->
  int array ->
  arr

Source

val dilated_conv1d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  arr ->
  int array ->
  int array ->
  arr

Source

val dilated_conv2d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  arr ->
  int array ->
  int array ->
  arr

Source

val dilated_conv3d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  arr ->
  int array ->
  int array ->
  arr

Source

val transpose_conv1d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  arr ->
  int array ->
  arr

Source

val transpose_conv2d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  arr ->
  int array ->
  arr

Source

val transpose_conv3d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  arr ->
  int array ->
  arr

Source

val max_pool1d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val max_pool2d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val max_pool3d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val avg_pool1d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val avg_pool2d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr

Source

val avg_pool3d : 
  ?padding:Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr

Sourceval upsampling2d : arr -> int array -> arr

Sourceval conv1d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval conv1d_backward_kernel : arr -> arr -> int array -> arr -> arr

Sourceval conv2d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval conv2d_backward_kernel : arr -> arr -> int array -> arr -> arr

Sourceval conv3d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval conv3d_backward_kernel : arr -> arr -> int array -> arr -> arr

Source

val dilated_conv1d_backward_input : 
  arr ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val dilated_conv1d_backward_kernel : 
  arr ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val dilated_conv2d_backward_input : 
  arr ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val dilated_conv2d_backward_kernel : 
  arr ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val dilated_conv3d_backward_input : 
  arr ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val dilated_conv3d_backward_kernel : 
  arr ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Sourceval transpose_conv1d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval transpose_conv1d_backward_kernel : arr -> arr -> int array -> arr -> arr

Sourceval transpose_conv2d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval transpose_conv2d_backward_kernel : arr -> arr -> int array -> arr -> arr

Sourceval transpose_conv3d_backward_input : arr -> arr -> int array -> arr -> arr

Sourceval transpose_conv3d_backward_kernel : arr -> arr -> int array -> arr -> arr

Source

val max_pool1d_backward : 
  Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val max_pool2d_backward : 
  Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val max_pool3d_backward : 
  Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val avg_pool1d_backward : 
  Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val avg_pool2d_backward : 
  Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Source

val avg_pool3d_backward : 
  Owl_types_common.padding ->
  arr ->
  int array ->
  int array ->
  arr ->
  arr

Sourceval upsampling2d_backward : arr -> int array -> arr -> arr

include module type of struct include Operator end

include sig ... end

Source

val (+) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val (-) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val (*) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val (/) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val (+$) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  'a ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val (-$) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  'a ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val (*$) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  'a ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val (/$) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  'a ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val ($+) : 
  'a ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val ($-) : 
  'a ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val ($*) : 
  'a ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val ($/) : 
  'a ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t

Source

val (=) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  bool

Source

val (!=) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  bool

Source

val (<>) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  bool

Source

val (>) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  bool

Source

val (<) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  bool

Source

val (>=) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  bool

Source

val (<=) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  bool

include sig ... end

Sourceval (.%{}) : ('a, 'b) Owl_base_dense_ndarray_generic.t -> int -> 'a

Sourceval (.%{;..}) : ('a, 'b) Owl_base_dense_ndarray_generic.t -> int array -> 'a

Sourceval (.%{}<-) : ('a, 'b) Owl_base_dense_ndarray_generic.t -> int -> 'a -> unit

Source

val (.%{;..}<-) : 
  ('a, 'b) Owl_base_dense_ndarray_generic.t ->
  int array ->
  'a ->
  unit

package owl-base

Install

Dune Dependency

Authors

Maintainers

Sources

doc/owl-base/Owl_base_dense_ndarray/S/index.html

Module Owl_base_dense_ndarray.SSource

Iterate array elements

Examination & Comparison

Helper functions

Module `Owl_base_dense_ndarray.S`Source