package owl

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Parameters
Signature

package owl

owl
- Owl
- Owl_algodiff
  - D
    
    Arr
    
    Mat
    
    Maths
  - S
    
    Arr
    
    Mat
    
    Maths
- Owl_algodiff_generic
  - Make
    
    A
    
    Arr
    
    M
    
    Mat
    
    Maths
  - MatrixSig
  - NdarraySig
- Owl_algodiff_numerical
- Owl_backend_gsl_linalg
- Owl_backend_gsl_maths
- Owl_backend_gsl_stats
- Owl_cluster
- Owl_const
  - CGS
  - CGSM
  - MKS
  - Prefix
  - SI
- Owl_conv
- Owl_dataset
- Owl_dense
- Owl_dense_common
- Owl_dense_matrix
  - C
  - D
  - Generic
  - Operator
  - S
  - Z
- Owl_dense_matrix_c
- Owl_dense_matrix_d
- Owl_dense_matrix_generic
- Owl_dense_matrix_s
- Owl_dense_matrix_z
- Owl_dense_ndarray
  - C
  - D
  - Generic
  - Operator
  - S
  - Z
- Owl_dense_ndarray_c
- Owl_dense_ndarray_d
- Owl_dense_ndarray_generic
- Owl_dense_ndarray_s
- Owl_dense_ndarray_z
- Owl_dense_vector
- Owl_dense_vector_c
- Owl_dense_vector_d
- Owl_dense_vector_generic
- Owl_dense_vector_s
- Owl_dense_vector_z
- Owl_ext
  - Dense
- Owl_ext_binop
  - C_C
  - C_DAC
  - C_DAD
  - C_DAS
  - C_DAZ
  - C_DMC
  - C_DMD
  - C_DMS
  - C_DMZ
  - C_F
  - DAC_C
  - DAC_DAC
  - DAC_DAD
  - DAC_DAS
  - DAC_DAZ
  - DAC_F
  - DAD_C
  - DAD_DAC
  - DAD_DAD
  - DAD_DAS
  - DAD_DAZ
  - DAD_F
  - DAS_C
  - DAS_DAC
  - DAS_DAD
  - DAS_DAS
  - DAS_DAZ
  - DAS_F
  - DAZ_C
  - DAZ_DAC
  - DAZ_DAD
  - DAZ_DAS
  - DAZ_DAZ
  - DAZ_F
  - DMC_C
  - DMC_DMC
  - DMC_DMD
  - DMC_DMS
  - DMC_DMZ
  - DMC_F
  - DMD_C
  - DMD_DMC
  - DMD_DMD
  - DMD_DMS
  - DMD_DMZ
  - DMD_F
  - DMS_C
  - DMS_DMC
  - DMS_DMD
  - DMS_DMS
  - DMS_DMZ
  - DMS_F
  - DMZ_C
  - DMZ_DMC
  - DMZ_DMD
  - DMZ_DMS
  - DMZ_DMZ
  - DMZ_F
  - F_C
  - F_DAC
  - F_DAD
  - F_DAS
  - F_DAZ
  - F_DMC
  - F_DMD
  - F_DMS
  - F_DMZ
  - F_F
- Owl_ext_dense_matrix
  - BasicSig
  - C
  - CZ_Sig
  - D
  - Make_Basic
    
    M
    
    P
  - Make_CZ
    
    M
    
    P
  - Make_SD
    
    M
    
    P
  - PackSig
  - Pack_DMC
  - Pack_DMD
  - Pack_DMS
  - Pack_DMZ
  - S
  - SD_Sig
  - Z
- Owl_ext_dense_ndarray
  - BasicSig
  - C
  - CZ_Sig
  - D
  - Make_Basic
    
    M
    
    P
  - Make_CZ
    
    M
    
    P
  - Make_SD
    
    M
    
    P
  - PackSig
  - Pack_DAC
  - Pack_DAD
  - Pack_DAS
  - Pack_DAZ
  - S
  - SD_Sig
  - Z
- Owl_ext_lifts
  - DAC_DAD
  - DAC_DAZ
  - DAD_DAZ
  - DAS_DAC
  - DAS_DAD
  - DAS_DAZ
  - DMC_DMD
  - DMC_DMZ
  - DMD_DMZ
  - DMS_DMC
  - DMS_DMD
  - DMS_DMZ
  - F_C
- Owl_ext_types
- Owl_ext_uniop
  - C
  - DAC
  - DAD
  - DAS
  - DAZ
  - DMC
  - DMD
  - DMS
  - DMZ
  - F
- Owl_fft
- Owl_linalg
- Owl_maths
- Owl_nlp
- Owl_nlp_corpus
- Owl_nlp_lda
  - FTreeLDA
  - LightLDA
  - SimpleLDA
  - SparseLDA
- Owl_nlp_lda0
  - FTreeLDA
  - LightLDA
  - SimpleLDA
  - SparseLDA
- Owl_nlp_similarity
- Owl_nlp_tfidf
- Owl_nlp_utils
- Owl_nlp_vocabulary
- Owl_operator
  - BasicSig
  - ExtendSig
  - Make_Basic
    
    M
  - Make_Extend
    
    M
  - Make_Matrix
    
    M
  - MatrixSig
- Owl_optimise
- Owl_plot
- Owl_pretty
  - Context
  - Toplevel
- Owl_regression
- Owl_slicing
- Owl_sparse
- Owl_sparse_common
- Owl_sparse_dok_matrix
- Owl_sparse_matrix
  - C
  - D
  - Generic
  - Operator
  - S
  - Z
- Owl_sparse_matrix_c
- Owl_sparse_matrix_d
- Owl_sparse_matrix_generic
- Owl_sparse_matrix_s
- Owl_sparse_matrix_z
- Owl_sparse_ndarray
  - C
  - D
  - Generic
  - Operator
  - S
  - Z
- Owl_sparse_ndarray_c
- Owl_sparse_ndarray_d
- Owl_sparse_ndarray_generic
- Owl_sparse_ndarray_s
- Owl_sparse_ndarray_z
- Owl_stats
  - Cdf
  - Pdf
  - Rnd
- Owl_toplevel
- Owl_types
- Owl_utils
  - Stack
owl_neural
- Owl_neural
- Owl_neural_layer
  - Activation
  - AvgPool2D
  - Conv2D
  - Conv3D
  - Dropout
  - Feedforward
  - Flatten
  - FullyConnected
  - GRU
  - Init
  - Input
  - LSTM
  - Lambda
  - Linear
  - LinearNoBias
  - MaxPool2D
  - Recurrent
  - Reshape
- Owl_neural_optimise
  - Batch
  - Clipping
  - Gradient
  - Learning_Rate
  - Loss
  - Momentum
  - Params
  - Regularisation
  - Stopping
  - Utils

Legend:
Library
Module
Module type
Parameter
Class
Class type

Parameters

module P : PackSig

module M : BasicSig with type arr := P.arr and type elt := P.elt

Signature

val empty : int array -> Owl_ext_types.ext_typ

val create : int array -> Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val zeros : int array -> Owl_ext_types.ext_typ

val ones : int array -> Owl_ext_types.ext_typ

val uniform : ?scale:float -> int array -> Owl_ext_types.ext_typ

val sequential : int array -> Owl_ext_types.ext_typ

val linspace : P.elt -> P.elt -> int -> Owl_ext_types.ext_typ

val logspace : ?base:'a -> P.elt -> P.elt -> int -> Owl_ext_types.ext_typ

val shape : Owl_ext_types.ext_typ -> int array

val num_dims : Owl_ext_types.ext_typ -> int

val nth_dim : Owl_ext_types.ext_typ -> int -> int

val numel : Owl_ext_types.ext_typ -> int

val nnz : Owl_ext_types.ext_typ -> int

val density : Owl_ext_types.ext_typ -> float

val size_in_bytes : Owl_ext_types.ext_typ -> int

val same_shape : Owl_ext_types.ext_typ -> P.arr -> bool

val get : Owl_ext_types.ext_typ -> int array -> Owl_ext_types.ext_typ

val set : Owl_ext_types.ext_typ -> int array -> Owl_ext_types.ext_typ -> unit

val sub_left : Owl_ext_types.ext_typ -> int -> int -> Owl_ext_types.ext_typ

val slice_left : Owl_ext_types.ext_typ -> int array -> Owl_ext_types.ext_typ

val slice : int list list -> Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val copy : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> unit

val fill : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> unit

val clone : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val reshape : Owl_ext_types.ext_typ -> int array -> Owl_ext_types.ext_typ

val flatten : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val reverse : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val transpose : 
  ?axis:int array ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val swap : int -> int -> Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val tile : Owl_ext_types.ext_typ -> int array -> P.arr

val repeat : ?axis:int -> Owl_ext_types.ext_typ -> int -> P.arr

val squeeze : ?axis:int array -> Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val iteri : 
  ?axis:int option array ->
  (int array -> P.elt -> unit) ->
  Owl_ext_types.ext_typ ->
  unit

val iter : 
  ?axis:int option array ->
  (P.elt -> unit) ->
  Owl_ext_types.ext_typ ->
  unit

val mapi : 
  ?axis:int option array ->
  (int array -> P.elt -> P.elt) ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val map : (P.elt -> P.elt) -> Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val map2i : 
  ?axis:int option array ->
  (int array -> P.elt -> P.elt -> P.elt) ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val map2 : 
  (int array -> P.elt -> P.elt -> P.elt) ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val filteri : 
  ?axis:int option array ->
  (int array -> P.elt -> bool) ->
  Owl_ext_types.ext_typ ->
  int array array

val filter : (P.elt -> bool) -> Owl_ext_types.ext_typ -> int array array

val foldi : 
  ?axis:int option array ->
  (int array -> 'a -> P.elt -> 'a) ->
  'a ->
  Owl_ext_types.ext_typ ->
  'a

val fold : ('a -> P.elt -> 'a) -> 'a -> Owl_ext_types.ext_typ -> 'a

val iteri_slice : 
  int array ->
  (int array array -> P.arr -> unit) ->
  Owl_ext_types.ext_typ ->
  unit

val iter_slice : int array -> (P.arr -> unit) -> Owl_ext_types.ext_typ -> unit

val iter2i : 
  (int array -> P.elt -> P.elt -> unit) ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  unit

val iter2 : 
  (P.elt -> P.elt -> unit) ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  unit

val exists : (P.elt -> bool) -> Owl_ext_types.ext_typ -> bool

val not_exists : (P.elt -> bool) -> Owl_ext_types.ext_typ -> bool

val for_all : (P.elt -> bool) -> Owl_ext_types.ext_typ -> bool

val is_zero : Owl_ext_types.ext_typ -> bool

val is_positive : Owl_ext_types.ext_typ -> bool

val is_negative : Owl_ext_types.ext_typ -> bool

val is_nonpositive : Owl_ext_types.ext_typ -> bool

val is_nonnegative : Owl_ext_types.ext_typ -> bool

val equal : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val not_equal : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val greater : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val less : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val greater_equal : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val less_equal : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val elt_equal : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_not_equal : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_less : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_greater : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_less_equal : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_greater_equal : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val equal_scalar : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val not_equal_scalar : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val less_scalar : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val greater_scalar : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val less_equal_scalar : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ -> bool

val greater_equal_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  bool

val elt_equal_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_not_equal_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_less_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_greater_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_less_equal_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val elt_greater_equal_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val print : Owl_ext_types.ext_typ -> unit

val save : Owl_ext_types.ext_typ -> string -> unit

val load : string -> Owl_ext_types.ext_typ

val sum : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val prod : Owl_ext_types.ext_typ -> Owl_ext_types.ext_typ

val add : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val sub : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val mul : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val div : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val add_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val sub_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val mul_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val div_scalar : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val scalar_add : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val scalar_sub : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val scalar_mul : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ

val scalar_div : 
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ ->
  Owl_ext_types.ext_typ