Module Owl_dense_ndarray_dSource

Sourcetype elt = float
include Owl_dense_ndarray_intf.Common with type elt := elt and type arr := arr
include Owl_base_dense_ndarray_intf.Common with type elt := elt with type arr := arr
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 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
Sourceval 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
Create N-dimensional array
Sourceval linspace : elt -> elt -> int -> arr

linspace k 0. 9. 10 ...

Sourceval logspace : ?base:float -> elt -> elt -> int -> arr

logspace k 0. 9. 10 ...

Sourceval unit_basis : int -> int -> arr

unit_basis k n i returns a unit basis vector with ith element set to 1.

Obtain basic properties
Sourceval num_dims : arr -> int
Sourceval nth_dim : arr -> int -> int
Sourceval nnz : arr -> int
Sourceval density : arr -> float
Sourceval size_in_bytes : arr -> int
Sourceval same_shape : arr -> arr -> bool
Sourceval same_data : arr -> arr -> bool
Sourceval ind : arr -> int -> int array
Sourceval i1d : arr -> int array -> int
Manipulate a N-dimensional array
Sourceval get_index : arr -> int array array -> elt array
Sourceval set_index : arr -> int array array -> elt array -> unit
Sourceval get_fancy : Owl_types.index list -> arr -> arr
Sourceval set_fancy : Owl_types.index list -> arr -> arr -> unit
Sourceval sub_left : arr -> int -> int -> arr
Sourceval sub_ndarray : int array -> arr -> arr array
Sourceval slice_left : arr -> int array -> arr
Sourceval fill : arr -> elt -> unit
Sourceval resize : ?head:bool -> arr -> int array -> arr
Sourceval flip : ?axis:int -> arr -> arr
Sourceval rotate : arr -> int -> arr
Sourceval swap : int -> int -> arr -> arr
Sourceval concat_vertical : arr -> arr -> arr
Sourceval concat_horizontal : arr -> arr -> arr
Sourceval concat_vh : arr array array -> arr
Sourceval split_vh : (int * int) array array -> arr -> arr array array
Sourceval dropout : ?rate:float -> arr -> arr
Sourceval top : arr -> int -> int array array
Sourceval bottom : arr -> int -> int array array
Sourceval sort : arr -> arr
Sourceval sort1 : ?axis:int -> arr -> arr
Sourceval mmap : Unix.file_descr -> ?pos:int64 -> bool -> int array -> arr
Iterate array elements
Sourceval iter2i : (int -> elt -> elt -> unit) -> arr -> arr -> unit
Sourceval iter2 : (elt -> elt -> unit) -> arr -> arr -> unit
Sourceval map2i : (int -> elt -> elt -> elt) -> arr -> arr -> arr
Sourceval map2 : (elt -> elt -> elt) -> arr -> arr -> arr
Sourceval iteri_nd : (int array -> elt -> unit) -> arr -> unit
Sourceval mapi_nd : (int array -> elt -> elt) -> arr -> arr
Sourceval foldi_nd : ?axis:int -> (int array -> elt -> elt -> elt) -> elt -> arr -> arr
Sourceval scani_nd : ?axis:int -> (int array -> elt -> elt -> elt) -> arr -> arr
Sourceval filteri_nd : (int array -> elt -> bool) -> arr -> int array array
Sourceval iter2i_nd : (int array -> elt -> elt -> unit) -> arr -> arr -> unit
Sourceval map2i_nd : (int array -> elt -> elt -> elt) -> arr -> arr -> arr
Sourceval iteri_slice : ?axis:int -> (int -> arr -> unit) -> arr -> unit
Sourceval iter_slice : ?axis:int -> (arr -> unit) -> arr -> unit
Sourceval mapi_slice : ?axis:int -> (int -> arr -> 'c) -> arr -> 'c array
Sourceval map_slice : ?axis:int -> (arr -> 'c) -> arr -> 'c array
Sourceval filteri_slice : ?axis:int -> (int -> arr -> bool) -> arr -> arr array
Sourceval filter_slice : ?axis:int -> (arr -> bool) -> arr -> arr array
Sourceval foldi_slice : ?axis:int -> (int -> 'c -> arr -> 'c) -> 'c -> arr -> 'c
Sourceval fold_slice : ?axis:int -> ('c -> arr -> 'c) -> 'c -> arr -> 'c
Examine array elements or compare two arrays
Input/Output functions
Sourceval to_array : arr -> elt array
Sourceval save : out:string -> arr -> unit
Sourceval load : string -> arr
Sourceval save_npy : out:string -> arr -> unit
Sourceval load_npy : string -> arr
Unary mathematical operations
Sourceval prod : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval prod' : arr -> elt
Sourceval mean : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval mean' : arr -> elt
Sourceval median' : arr -> elt
Sourceval median : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval var : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval var' : arr -> elt
Sourceval std : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval std' : arr -> elt
Sourceval sem : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval sem' : arr -> elt
Sourceval minmax : ?axis:int -> ?keep_dims:bool -> arr -> arr * arr
Sourceval minmax' : arr -> elt * elt
Sourceval min_i : arr -> elt * int array
Sourceval max_i : arr -> elt * int array
Sourceval minmax_i : arr -> (elt * int array) * (elt * int array)
Sourceval abs2 : arr -> arr
Sourceval conj : arr -> arr
Sourceval reci : arr -> arr
Sourceval reci_tol : ?tol:elt -> arr -> arr
Sourceval cbrt : arr -> arr
Sourceval exp2 : arr -> arr
Sourceval exp10 : arr -> arr
Sourceval expm1 : arr -> arr
Sourceval log1p : arr -> arr
Sourceval trunc : arr -> arr
Sourceval fix : arr -> arr
Sourceval modf : arr -> arr * arr
Sourceval l1norm : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval l2norm : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval l2norm_sqr : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval vecnorm : ?axis:int -> ?p:float -> ?keep_dims:bool -> arr -> arr
Sourceval vecnorm' : ?p:float -> arr -> elt
Sourceval cumsum : ?axis:int -> arr -> arr
Sourceval cumprod : ?axis:int -> arr -> arr
Sourceval cummin : ?axis:int -> arr -> arr
Sourceval cummax : ?axis:int -> arr -> arr
Sourceval diff : ?axis:int -> ?n:int -> arr -> arr
Sourceval lgamma : arr -> arr
Binary mathematical operations
Sourceval min2 : arr -> arr -> arr
Sourceval max2 : arr -> arr -> arr
Sourceval ssqr' : arr -> elt -> elt
Sourceval ssqr_diff' : arr -> arr -> elt
Tensor Calculus
Sourceval contract1 : (int * int) array -> arr -> arr
Sourceval contract2 : (int * int) array -> arr -> arr -> arr
Experimental functions
Sourceval slide : ?axis:int -> ?ofs:int -> ?step:int -> window:int -> arr -> arr
Functions of in-place modification
Sourceval create_ : out:arr -> elt -> unit
Sourceval uniform_ : ?a:elt -> ?b:elt -> out:arr -> unit
Sourceval gaussian_ : ?mu:elt -> ?sigma:elt -> out:arr -> unit
Sourceval sequential_ : ?a:elt -> ?step:elt -> out:arr -> unit
Sourceval bernoulli_ : ?p:float -> out:arr -> unit
Sourceval zeros_ : out:arr -> unit
Sourceval ones_ : out:arr -> unit
Sourceval sort_ : arr -> unit
Sourceval one_hot_ : out:arr -> int -> arr -> unit
Sourceval get_fancy_ : out:arr -> Owl_types.index list -> arr -> unit
Sourceval set_fancy_ : out:arr -> Owl_types.index list -> arr -> arr -> unit
Sourceval get_slice_ : out:arr -> int list list -> arr -> unit
Sourceval set_slice_ : out:arr -> int list list -> arr -> arr -> unit
Sourceval reshape_ : out:arr -> arr -> unit
Sourceval reverse_ : out:arr -> arr -> unit
Sourceval transpose_ : out:arr -> ?axis:int array -> arr -> unit
Sourceval repeat_ : out:arr -> arr -> int array -> unit
Sourceval tile_ : out:arr -> arr -> int array -> unit
Sourceval pad_ : out:arr -> ?v:elt -> int list list -> arr -> unit
Sourceval sum_ : out:arr -> axis:int -> arr -> unit
Sourceval min_ : out:arr -> axis:int -> arr -> unit
Sourceval max_ : out:arr -> axis:int -> arr -> unit
Sourceval add_ : ?out:arr -> arr -> arr -> unit
Sourceval sub_ : ?out:arr -> arr -> arr -> unit
Sourceval mul_ : ?out:arr -> arr -> arr -> unit
Sourceval div_ : ?out:arr -> arr -> arr -> unit
Sourceval pow_ : ?out:arr -> arr -> arr -> unit
Sourceval atan2_ : ?out:arr -> arr -> arr -> unit
Sourceval hypot_ : ?out:arr -> arr -> arr -> unit
Sourceval fmod_ : ?out:arr -> arr -> arr -> unit
Sourceval min2_ : ?out:arr -> arr -> arr -> unit
Sourceval max2_ : ?out:arr -> arr -> arr -> unit
Sourceval add_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval sub_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval mul_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval div_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval pow_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval atan2_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval fmod_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval scalar_add_ : ?out:arr -> elt -> arr -> unit
Sourceval scalar_sub_ : ?out:arr -> elt -> arr -> unit
Sourceval scalar_mul_ : ?out:arr -> elt -> arr -> unit
Sourceval scalar_div_ : ?out:arr -> elt -> arr -> unit
Sourceval scalar_pow_ : ?out:arr -> elt -> arr -> unit
Sourceval scalar_atan2_ : ?out:arr -> elt -> arr -> unit
Sourceval scalar_fmod_ : ?out:arr -> elt -> arr -> unit
Sourceval fma_ : ?out:arr -> arr -> arr -> arr -> unit
Sourceval clip_by_value_ : ?out:arr -> ?amin:elt -> ?amax:elt -> arr -> unit
Sourceval clip_by_l2norm_ : ?out:arr -> elt -> arr -> unit
Sourceval dot_ : ?transa:bool -> ?transb:bool -> ?alpha:elt -> ?beta:elt -> c:arr -> arr -> arr -> unit
Sourceval conj_ : ?out:arr -> arr -> unit
Sourceval abs_ : ?out:arr -> arr -> unit
Sourceval neg_ : ?out:arr -> arr -> unit
Sourceval reci_ : ?out:arr -> arr -> unit
Sourceval signum_ : ?out:arr -> arr -> unit
Sourceval sqr_ : ?out:arr -> arr -> unit
Sourceval sqrt_ : ?out:arr -> arr -> unit
Sourceval cbrt_ : ?out:arr -> arr -> unit
Sourceval exp_ : ?out:arr -> arr -> unit
Sourceval exp2_ : ?out:arr -> arr -> unit
Sourceval exp10_ : ?out:arr -> arr -> unit
Sourceval expm1_ : ?out:arr -> arr -> unit
Sourceval log_ : ?out:arr -> arr -> unit
Sourceval log2_ : ?out:arr -> arr -> unit
Sourceval log10_ : ?out:arr -> arr -> unit
Sourceval log1p_ : ?out:arr -> arr -> unit
Sourceval sin_ : ?out:arr -> arr -> unit
Sourceval cos_ : ?out:arr -> arr -> unit
Sourceval tan_ : ?out:arr -> arr -> unit
Sourceval asin_ : ?out:arr -> arr -> unit
Sourceval acos_ : ?out:arr -> arr -> unit
Sourceval atan_ : ?out:arr -> arr -> unit
Sourceval sinh_ : ?out:arr -> arr -> unit
Sourceval cosh_ : ?out:arr -> arr -> unit
Sourceval tanh_ : ?out:arr -> arr -> unit
Sourceval asinh_ : ?out:arr -> arr -> unit
Sourceval acosh_ : ?out:arr -> arr -> unit
Sourceval atanh_ : ?out:arr -> arr -> unit
Sourceval floor_ : ?out:arr -> arr -> unit
Sourceval ceil_ : ?out:arr -> arr -> unit
Sourceval round_ : ?out:arr -> arr -> unit
Sourceval trunc_ : ?out:arr -> arr -> unit
Sourceval fix_ : ?out:arr -> arr -> unit
Sourceval erf_ : ?out:arr -> arr -> unit
Sourceval erfc_ : ?out:arr -> arr -> unit
Sourceval relu_ : ?out:arr -> arr -> unit
Sourceval softplus_ : ?out:arr -> arr -> unit
Sourceval softsign_ : ?out:arr -> arr -> unit
Sourceval sigmoid_ : ?out:arr -> arr -> unit
Sourceval softmax_ : ?out:arr -> ?axis:int -> arr -> unit
Sourceval cumsum_ : ?out:arr -> ?axis:int -> arr -> unit
Sourceval cumprod_ : ?out:arr -> ?axis:int -> arr -> unit
Sourceval cummin_ : ?out:arr -> ?axis:int -> arr -> unit
Sourceval cummax_ : ?out:arr -> ?axis:int -> arr -> unit
Sourceval dropout_ : ?out:arr -> ?rate:float -> arr -> unit
Sourceval elt_equal_ : ?out:arr -> arr -> arr -> unit
Sourceval elt_not_equal_ : ?out:arr -> arr -> arr -> unit
Sourceval elt_less_ : ?out:arr -> arr -> arr -> unit
Sourceval elt_greater_ : ?out:arr -> arr -> arr -> unit
Sourceval elt_less_equal_ : ?out:arr -> arr -> arr -> unit
Sourceval elt_greater_equal_ : ?out:arr -> arr -> arr -> unit
Sourceval elt_equal_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval elt_not_equal_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval elt_less_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval elt_greater_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval elt_less_equal_scalar_ : ?out:arr -> arr -> elt -> unit
Sourceval elt_greater_equal_scalar_ : ?out:arr -> arr -> elt -> unit

Matrix functions

Sourceval col : arr -> int -> arr
Sourceval cols : arr -> int array -> arr
Sourceval to_arrays : arr -> elt array array
Sourceval draw_rows : ?replacement:bool -> arr -> int -> arr * int array
Sourceval draw_cols : ?replacement:bool -> arr -> int -> arr * int array
Sourceval draw_rows2 : ?replacement:bool -> arr -> arr -> int -> arr * arr * int array
Sourceval draw_cols2 : ?replacement:bool -> arr -> arr -> int -> arr * arr * int array
include Owl_dense_ndarray_intf.Real with type elt := elt and type arr := arr
include Owl_base_dense_ndarray_intf.Real with type elt := elt with type arr := arr
Sourceval sum_slices : ?axis:int -> arr -> arr
Sourceval signum : 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 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
Real operations
Sourceval i0 : arr -> arr
Sourceval i0e : arr -> arr
Sourceval i1 : arr -> arr
Sourceval i1e : arr -> arr
Sourceval iv : v:arr -> arr -> arr
Sourceval scalar_iv : v:elt -> arr -> arr
Sourceval iv_scalar : v:arr -> elt -> arr
Sourceval j0 : arr -> arr
Sourceval j1 : arr -> arr
Sourceval jv : v:arr -> arr -> arr
Sourceval scalar_jv : v:elt -> arr -> arr
Sourceval jv_scalar : v:arr -> elt -> arr
Sourceval erf : arr -> arr
Sourceval erfc : arr -> arr
Sourceval logistic : arr -> arr
Sourceval elu : ?alpha:elt -> arr -> arr
Sourceval leaky_relu : ?alpha:elt -> arr -> arr
Sourceval softplus : arr -> arr
Sourceval softsign : arr -> arr
Sourceval softmax : ?axis:int -> arr -> arr
Sourceval sigmoid : arr -> arr
Sourceval log_sum_exp' : arr -> float
Sourceval log_sum_exp : ?axis:int -> ?keep_dims:bool -> arr -> arr
Sourceval scalar_atan2 : elt -> arr -> arr
Sourceval atan2_scalar : arr -> elt -> arr
Sourceval hypot : arr -> arr -> arr
Sourceval fmod : arr -> arr -> arr
Sourceval fmod_scalar : arr -> elt -> arr
Sourceval scalar_fmod : elt -> arr -> arr
Sourceval cross_entropy' : arr -> arr -> float
Sourceval fused_adagrad_ : ?out:arr -> rate:float -> eps:float -> arr -> unit
Sourceval poisson : mu:elt -> int array -> arr
Sourceval poisson_ : mu:elt -> out:arr -> unit
include Owl_dense_ndarray_intf.NN with type arr := arr
include Owl_base_dense_ndarray_intf.NN with type arr := arr
Sourceval conv1d : ?padding:Owl_types_common.padding -> arr -> arr -> int array -> arr
Sourceval conv2d : ?padding:Owl_types_common.padding -> arr -> arr -> int array -> arr
Sourceval conv3d : ?padding:Owl_types_common.padding -> arr -> arr -> int array -> arr
Sourceval dilated_conv1d : ?padding:Owl_types_common.padding -> arr -> arr -> int array -> int array -> arr
Sourceval dilated_conv2d : ?padding:Owl_types_common.padding -> arr -> arr -> int array -> int array -> arr
Sourceval dilated_conv3d : ?padding:Owl_types_common.padding -> arr -> arr -> int array -> int array -> arr
Sourceval transpose_conv1d : ?padding:Owl_types_common.padding -> arr -> arr -> int array -> arr
Sourceval transpose_conv2d : ?padding:Owl_types_common.padding -> arr -> arr -> int array -> arr
Sourceval transpose_conv3d : ?padding:Owl_types_common.padding -> arr -> arr -> int array -> arr
Sourceval max_pool1d : ?padding:Owl_types_common.padding -> arr -> int array -> int array -> arr
Sourceval max_pool2d : ?padding:Owl_types_common.padding -> arr -> int array -> int array -> arr
Sourceval max_pool3d : ?padding:Owl_types_common.padding -> arr -> int array -> int array -> arr
Sourceval avg_pool1d : ?padding:Owl_types_common.padding -> arr -> int array -> int array -> arr
Sourceval avg_pool2d : ?padding:Owl_types_common.padding -> arr -> int array -> int array -> arr
Sourceval 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
Sourceval dilated_conv1d_backward_input : arr -> arr -> int array -> int array -> arr -> arr
Sourceval dilated_conv1d_backward_kernel : arr -> arr -> int array -> int array -> arr -> arr
Sourceval dilated_conv2d_backward_input : arr -> arr -> int array -> int array -> arr -> arr
Sourceval dilated_conv2d_backward_kernel : arr -> arr -> int array -> int array -> arr -> arr
Sourceval dilated_conv3d_backward_input : arr -> arr -> int array -> int array -> arr -> arr
Sourceval 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
Sourceval max_pool1d_backward : Owl_types_common.padding -> arr -> int array -> int array -> arr -> arr
Sourceval max_pool2d_backward : Owl_types_common.padding -> arr -> int array -> int array -> arr -> arr
Sourceval max_pool3d_backward : Owl_types_common.padding -> arr -> int array -> int array -> arr -> arr
Sourceval avg_pool1d_backward : Owl_types_common.padding -> arr -> int array -> int array -> arr -> arr
Sourceval avg_pool2d_backward : Owl_types_common.padding -> arr -> int array -> int array -> arr -> arr
Sourceval avg_pool3d_backward : Owl_types_common.padding -> arr -> int array -> int array -> arr -> arr
Sourceval upsampling2d_backward : arr -> int array -> arr -> arr
Sourceval max_pool2d_argmax : ?padding:Owl_types.padding -> arr -> int array -> int array -> arr * (int64, Bigarray.int64_elt, Bigarray.c_layout) Bigarray.Genarray.t
Sourceval conv1d_ : out:arr -> ?padding:Owl_types.padding -> arr -> arr -> int array -> unit
Sourceval conv2d_ : out:arr -> ?padding:Owl_types.padding -> arr -> arr -> int array -> unit
Sourceval conv3d_ : out:arr -> ?padding:Owl_types.padding -> arr -> arr -> int array -> unit
Sourceval dilated_conv1d_ : out:arr -> ?padding:Owl_types.padding -> arr -> arr -> int array -> int array -> unit
Sourceval dilated_conv2d_ : out:arr -> ?padding:Owl_types.padding -> arr -> arr -> int array -> int array -> unit
Sourceval dilated_conv3d_ : out:arr -> ?padding:Owl_types.padding -> arr -> arr -> int array -> int array -> unit
Sourceval transpose_conv1d_ : out:arr -> ?padding:Owl_types.padding -> arr -> arr -> int array -> unit
Sourceval transpose_conv2d_ : out:arr -> ?padding:Owl_types.padding -> arr -> arr -> int array -> unit
Sourceval transpose_conv3d_ : out:arr -> ?padding:Owl_types.padding -> arr -> arr -> int array -> unit
Sourceval max_pool1d_ : out:arr -> ?padding:Owl_types.padding -> arr -> int array -> int array -> unit
Sourceval max_pool2d_ : out:arr -> ?padding:Owl_types.padding -> arr -> int array -> int array -> unit
Sourceval max_pool3d_ : out:arr -> ?padding:Owl_types.padding -> arr -> int array -> int array -> unit
Sourceval avg_pool1d_ : out:arr -> ?padding:Owl_types.padding -> arr -> int array -> int array -> unit
Sourceval avg_pool2d_ : out:arr -> ?padding:Owl_types.padding -> arr -> int array -> int array -> unit
Sourceval avg_pool3d_ : out:arr -> ?padding:Owl_types.padding -> arr -> int array -> int array -> unit
Sourceval upsampling2d_ : out:arr -> arr -> int array -> unit
Sourceval conv1d_backward_input_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval conv1d_backward_kernel_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval conv2d_backward_input_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval conv2d_backward_kernel_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval conv3d_backward_input_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval conv3d_backward_kernel_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval dilated_conv1d_backward_input_ : out:arr -> arr -> arr -> int array -> int array -> arr -> unit
Sourceval dilated_conv1d_backward_kernel_ : out:arr -> arr -> arr -> int array -> int array -> arr -> unit
Sourceval dilated_conv2d_backward_input_ : out:arr -> arr -> arr -> int array -> int array -> arr -> unit
Sourceval dilated_conv2d_backward_kernel_ : out:arr -> arr -> arr -> int array -> int array -> arr -> unit
Sourceval dilated_conv3d_backward_input_ : out:arr -> arr -> arr -> int array -> int array -> arr -> unit
Sourceval dilated_conv3d_backward_kernel_ : out:arr -> arr -> arr -> int array -> int array -> arr -> unit
Sourceval transpose_conv1d_backward_input_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval transpose_conv1d_backward_kernel_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval transpose_conv2d_backward_input_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval transpose_conv2d_backward_kernel_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval transpose_conv3d_backward_input_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval transpose_conv3d_backward_kernel_ : out:arr -> arr -> arr -> int array -> arr -> unit
Sourceval max_pool1d_backward_ : out:arr -> Owl_types.padding -> arr -> int array -> int array -> arr -> unit
Sourceval max_pool2d_backward_ : out:arr -> Owl_types.padding -> arr -> int array -> int array -> arr -> unit
Sourceval max_pool3d_backward_ : out:arr -> Owl_types.padding -> arr -> int array -> int array -> arr -> unit
Sourceval avg_pool1d_backward_ : out:arr -> Owl_types.padding -> arr -> int array -> int array -> arr -> unit
Sourceval avg_pool2d_backward_ : out:arr -> Owl_types.padding -> arr -> int array -> int array -> arr -> unit
Sourceval avg_pool3d_backward_ : out:arr -> Owl_types.padding -> arr -> int array -> int array -> arr -> unit
Sourceval upsampling2d_backward_ : out:arr -> arr -> int array -> arr -> unit
include Owl_dense_ndarray_intf.Distribution with type arr := arr
Stats & distribution functions
Sourceval uniform_rvs : a:arr -> b:arr -> n:int -> arr
Sourceval uniform_pdf : a:arr -> b:arr -> arr -> arr
Sourceval uniform_logpdf : a:arr -> b:arr -> arr -> arr
Sourceval uniform_cdf : a:arr -> b:arr -> arr -> arr
Sourceval uniform_logcdf : a:arr -> b:arr -> arr -> arr
Sourceval uniform_ppf : a:arr -> b:arr -> arr -> arr
Sourceval uniform_sf : a:arr -> b:arr -> arr -> arr
Sourceval uniform_logsf : a:arr -> b:arr -> arr -> arr
Sourceval uniform_isf : a:arr -> b:arr -> arr -> arr
Sourceval gaussian_rvs : mu:arr -> sigma:arr -> n:int -> arr
Sourceval gaussian_pdf : mu:arr -> sigma:arr -> arr -> arr
Sourceval gaussian_logpdf : mu:arr -> sigma:arr -> arr -> arr
Sourceval gaussian_cdf : mu:arr -> sigma:arr -> arr -> arr
Sourceval gaussian_logcdf : mu:arr -> sigma:arr -> arr -> arr
Sourceval gaussian_ppf : mu:arr -> sigma:arr -> arr -> arr
Sourceval gaussian_sf : mu:arr -> sigma:arr -> arr -> arr
Sourceval gaussian_logsf : mu:arr -> sigma:arr -> arr -> arr
Sourceval gaussian_isf : mu:arr -> sigma:arr -> arr -> arr
Sourceval exponential_rvs : lambda:arr -> n:int -> arr
Sourceval exponential_pdf : lambda:arr -> arr -> arr
Sourceval exponential_logpdf : lambda:arr -> arr -> arr
Sourceval exponential_cdf : lambda:arr -> arr -> arr
Sourceval exponential_logcdf : lambda:arr -> arr -> arr
Sourceval exponential_ppf : lambda:arr -> arr -> arr
Sourceval exponential_sf : lambda:arr -> arr -> arr
Sourceval exponential_logsf : lambda:arr -> arr -> arr
Sourceval exponential_isf : lambda:arr -> arr -> arr
Sourceval gamma_rvs : shape:arr -> scale:arr -> n:int -> arr
Sourceval gamma_pdf : shape:arr -> scale:arr -> arr -> arr
Sourceval gamma_logpdf : shape:arr -> scale:arr -> arr -> arr
Sourceval gamma_cdf : shape:arr -> scale:arr -> arr -> arr
Sourceval gamma_logcdf : shape:arr -> scale:arr -> arr -> arr
Sourceval gamma_ppf : shape:arr -> scale:arr -> arr -> arr
Sourceval gamma_sf : shape:arr -> scale:arr -> arr -> arr
Sourceval gamma_logsf : shape:arr -> scale:arr -> arr -> arr
Sourceval gamma_isf : shape:arr -> scale:arr -> arr -> arr
Sourceval beta_rvs : a:arr -> b:arr -> n:int -> arr
Sourceval beta_pdf : a:arr -> b:arr -> arr -> arr
Sourceval beta_logpdf : a:arr -> b:arr -> arr -> arr
Sourceval beta_cdf : a:arr -> b:arr -> arr -> arr
Sourceval beta_logcdf : a:arr -> b:arr -> arr -> arr
Sourceval beta_ppf : a:arr -> b:arr -> arr -> arr
Sourceval beta_sf : a:arr -> b:arr -> arr -> arr
Sourceval beta_logsf : a:arr -> b:arr -> arr -> arr
Sourceval beta_isf : a:arr -> b:arr -> arr -> arr
Sourceval chi2_rvs : df:arr -> n:int -> arr
Sourceval chi2_pdf : df:arr -> arr -> arr
Sourceval chi2_logpdf : df:arr -> arr -> arr
Sourceval chi2_cdf : df:arr -> arr -> arr
Sourceval chi2_logcdf : df:arr -> arr -> arr
Sourceval chi2_ppf : df:arr -> arr -> arr
Sourceval chi2_sf : df:arr -> arr -> arr
Sourceval chi2_logsf : df:arr -> arr -> arr
Sourceval chi2_isf : df:arr -> arr -> arr
Sourceval f_rvs : dfnum:arr -> dfden:arr -> n:int -> arr
Sourceval f_pdf : dfnum:arr -> dfden:arr -> arr -> arr
Sourceval f_logpdf : dfnum:arr -> dfden:arr -> arr -> arr
Sourceval f_cdf : dfnum:arr -> dfden:arr -> arr -> arr
Sourceval f_logcdf : dfnum:arr -> dfden:arr -> arr -> arr
Sourceval f_ppf : dfnum:arr -> dfden:arr -> arr -> arr
Sourceval f_sf : dfnum:arr -> dfden:arr -> arr -> arr
Sourceval f_logsf : dfnum:arr -> dfden:arr -> arr -> arr
Sourceval f_isf : dfnum:arr -> dfden:arr -> arr -> arr
Sourceval cauchy_rvs : loc:arr -> scale:arr -> n:int -> arr
Sourceval cauchy_pdf : loc:arr -> scale:arr -> arr -> arr
Sourceval cauchy_logpdf : loc:arr -> scale:arr -> arr -> arr
Sourceval cauchy_cdf : loc:arr -> scale:arr -> arr -> arr
Sourceval cauchy_logcdf : loc:arr -> scale:arr -> arr -> arr
Sourceval cauchy_ppf : loc:arr -> scale:arr -> arr -> arr
Sourceval cauchy_sf : loc:arr -> scale:arr -> arr -> arr
Sourceval cauchy_logsf : loc:arr -> scale:arr -> arr -> arr
Sourceval cauchy_isf : loc:arr -> scale:arr -> arr -> arr
Sourceval lomax_rvs : shape:arr -> scale:arr -> n:int -> arr
Sourceval lomax_pdf : shape:arr -> scale:arr -> arr -> arr
Sourceval lomax_logpdf : shape:arr -> scale:arr -> arr -> arr
Sourceval lomax_cdf : shape:arr -> scale:arr -> arr -> arr
Sourceval lomax_logcdf : shape:arr -> scale:arr -> arr -> arr
Sourceval lomax_ppf : shape:arr -> scale:arr -> arr -> arr
Sourceval lomax_sf : shape:arr -> scale:arr -> arr -> arr
Sourceval lomax_logsf : shape:arr -> scale:arr -> arr -> arr
Sourceval lomax_isf : shape:arr -> scale:arr -> arr -> arr
Sourceval weibull_rvs : shape:arr -> scale:arr -> n:int -> arr
Sourceval weibull_pdf : shape:arr -> scale:arr -> arr -> arr
Sourceval weibull_logpdf : shape:arr -> scale:arr -> arr -> arr
Sourceval weibull_cdf : shape:arr -> scale:arr -> arr -> arr
Sourceval weibull_logcdf : shape:arr -> scale:arr -> arr -> arr
Sourceval weibull_ppf : shape:arr -> scale:arr -> arr -> arr
Sourceval weibull_sf : shape:arr -> scale:arr -> arr -> arr
Sourceval weibull_logsf : shape:arr -> scale:arr -> arr -> arr
Sourceval weibull_isf : shape:arr -> scale:arr -> arr -> arr
Sourceval laplace_rvs : loc:arr -> scale:arr -> n:int -> arr
Sourceval laplace_pdf : loc:arr -> scale:arr -> arr -> arr
Sourceval laplace_logpdf : loc:arr -> scale:arr -> arr -> arr
Sourceval laplace_cdf : loc:arr -> scale:arr -> arr -> arr
Sourceval laplace_logcdf : loc:arr -> scale:arr -> arr -> arr
Sourceval laplace_ppf : loc:arr -> scale:arr -> arr -> arr
Sourceval laplace_sf : loc:arr -> scale:arr -> arr -> arr
Sourceval laplace_logsf : loc:arr -> scale:arr -> arr -> arr
Sourceval laplace_isf : loc:arr -> scale:arr -> arr -> arr
Sourceval gumbel1_rvs : a:arr -> b:arr -> n:int -> arr
Sourceval gumbel1_pdf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel1_logpdf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel1_cdf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel1_logcdf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel1_ppf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel1_sf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel1_logsf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel1_isf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel2_rvs : a:arr -> b:arr -> n:int -> arr
Sourceval gumbel2_pdf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel2_logpdf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel2_cdf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel2_logcdf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel2_ppf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel2_sf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel2_logsf : a:arr -> b:arr -> arr -> arr
Sourceval gumbel2_isf : a:arr -> b:arr -> arr -> arr
Sourceval logistic_rvs : loc:arr -> scale:arr -> n:int -> arr
Sourceval logistic_pdf : loc:arr -> scale:arr -> arr -> arr
Sourceval logistic_logpdf : loc:arr -> scale:arr -> arr -> arr
Sourceval logistic_cdf : loc:arr -> scale:arr -> arr -> arr
Sourceval logistic_logcdf : loc:arr -> scale:arr -> arr -> arr
Sourceval logistic_ppf : loc:arr -> scale:arr -> arr -> arr
Sourceval logistic_sf : loc:arr -> scale:arr -> arr -> arr
Sourceval logistic_logsf : loc:arr -> scale:arr -> arr -> arr
Sourceval logistic_isf : loc:arr -> scale:arr -> arr -> arr
Sourceval lognormal_rvs : mu:arr -> sigma:arr -> n:int -> arr
Sourceval lognormal_pdf : mu:arr -> sigma:arr -> arr -> arr
Sourceval lognormal_logpdf : mu:arr -> sigma:arr -> arr -> arr
Sourceval lognormal_cdf : mu:arr -> sigma:arr -> arr -> arr
Sourceval lognormal_logcdf : mu:arr -> sigma:arr -> arr -> arr
Sourceval lognormal_ppf : mu:arr -> sigma:arr -> arr -> arr
Sourceval lognormal_sf : mu:arr -> sigma:arr -> arr -> arr
Sourceval lognormal_logsf : mu:arr -> sigma:arr -> arr -> arr
Sourceval lognormal_isf : mu:arr -> sigma:arr -> arr -> arr
Sourceval rayleigh_rvs : sigma:arr -> n:int -> arr
Sourceval rayleigh_pdf : sigma:arr -> arr -> arr
Sourceval rayleigh_logpdf : sigma:arr -> arr -> arr
Sourceval rayleigh_cdf : sigma:arr -> arr -> arr
Sourceval rayleigh_logcdf : sigma:arr -> arr -> arr
Sourceval rayleigh_ppf : sigma:arr -> arr -> arr
Sourceval rayleigh_sf : sigma:arr -> arr -> arr
Sourceval rayleigh_logsf : sigma:arr -> arr -> arr
Sourceval rayleigh_isf : sigma:arr -> arr -> arr