package owl-base

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API
1. Library owl-base

package owl-base

owl-base
- CHANGES
- LICENSE
- README
- Library owl-base
  - Owl_algodiff_check
    
    Make
    
    Reverse
    
    Forward
  - Owl_algodiff_core
    
    Make
    
    A
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_algodiff_core_sig
    
    Sig
    
    A
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_algodiff_generic
    
    Make
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
  - Owl_algodiff_generic_sig
    
    Sig
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
  - Owl_algodiff_graph_convert
    
    Make
  - Owl_algodiff_graph_convert_sig
    
    Sig
  - Owl_algodiff_ops
    
    Make
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
  - Owl_algodiff_ops_builder
    
    Make
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
  - Owl_algodiff_ops_builder_sig
    
    Sig
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
  - Owl_algodiff_ops_sig
    
    Sig
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
  - Owl_algodiff_reverse
    
    Make
  - Owl_algodiff_types
    
    Make
  - Owl_algodiff_types_sig
    
    Sig
  - Owl_base
    
    Const
    
    Maths
    
    Stats
    
    Complex
    
    Quadrature
    
    Root
    
    Graph
    
    Lazy
    
    View
    
    Log
    
    Utils
    
    Computation
    
    Countmin_sketch
    
    HeavyHitters_sketch
  - Owl_base_algodiff_primal_ops
    
    S
    
    Scalar
    
    Mat
    
    Linalg
    
    D
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_base_complex
  - Owl_base_dense_common
  - Owl_base_dense_matrix_c
    
    M
  - Owl_base_dense_matrix_d
    
    M
  - Owl_base_dense_matrix_generic
  - Owl_base_dense_matrix_intf
    
    Common
  - Owl_base_dense_matrix_s
    
    M
  - Owl_base_dense_matrix_z
    
    M
  - Owl_base_dense_ndarray
    
    Operator
    
    Generic
    
    S
    
    D
    
    C
    
    Z
  - Owl_base_dense_ndarray_c
  - Owl_base_dense_ndarray_d
  - Owl_base_dense_ndarray_generic
  - Owl_base_dense_ndarray_intf
    
    Common
    
    Real
    
    NN
  - Owl_base_dense_ndarray_s
  - Owl_base_dense_ndarray_z
  - Owl_base_linalg_c
  - Owl_base_linalg_d
  - Owl_base_linalg_generic
  - Owl_base_linalg_intf
    
    Common
    
    Real
  - Owl_base_linalg_s
  - Owl_base_linalg_z
  - Owl_base_maths
  - Owl_base_slicing
  - Owl_base_stats
  - Owl_base_stats_dist_bernoulli
  - Owl_base_stats_dist_cauchy
  - Owl_base_stats_dist_exponential
  - Owl_base_stats_dist_gamma
  - Owl_base_stats_dist_gaussian
  - Owl_base_stats_dist_gumbel1
  - Owl_base_stats_dist_gumbel2
  - Owl_base_stats_dist_uniform
  - Owl_base_stats_prng
  - Owl_computation
    
    Type
    
    Shape
    
    Symbol
    
    Operator
    
    Optimiser
    
    Graph
    
    Engine
  - Owl_computation_cpu_device
    
    Make
    
    A
  - Owl_computation_cpu_engine
    
    Make_Nested
    
    Graph
    
    CG_Init
    
    MultiMap
    
    CG_Eval
    
    Make
    
    Graph
    
    Optimiser
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
    
    Optimiser
    
    Operator
    
    Symbol
    
    Scalar
    
    Mat
    
    Linalg
    
    Shape
    
    Type
    
    Device
    
    A
  - Owl_computation_cpu_eval
    
    Make
  - Owl_computation_cpu_init
    
    Make
    
    MultiMap
  - Owl_computation_engine
    
    Make_Graph
    
    Optimiser
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
    
    Flatten
    
    Graph
    
    Optimiser
    
    Operator
    
    Symbol
    
    Scalar
    
    Mat
    
    Linalg
    
    Shape
    
    Type
    
    Device
    
    A
  - Owl_computation_engine_sig
    
    Make_Graph_Sig
    
    Optimiser
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
    
    Flatten_Sig
    
    Graph
    
    Optimiser
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
    
    Optimiser
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    A
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_computation_graph
    
    Make
    
    Optimiser
  - Owl_computation_graph_sig
    
    Sig
    
    Optimiser
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_computation_operator
    
    Make
    
    Symbol
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_computation_operator_sig
    
    Sig
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_computation_optimiser
    
    Make
    
    Operator
  - Owl_computation_optimiser_sig
    
    Sig
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_computation_shape
    
    Make
    
    Type
  - Owl_computation_shape_sig
    
    Sig
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_computation_symbol
    
    Make
    
    Shape
  - Owl_computation_symbol_sig
    
    Sig
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_computation_type
    
    Make
    
    Device
  - Owl_computation_type_sig
    
    Sig
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_const
    
    Prefix
    
    SI
    
    MKS
    
    CGS
    
    CGSM
  - Owl_countmin_sketch
    
    Make
    
    Native
    
    Owl
  - Owl_countmin_sketch_sig
    
    Sig
  - Owl_countmin_table
    
    Sig
    
    Native
    
    Owl
  - Owl_dataframe
  - Owl_exception
  - Owl_graph
  - Owl_heavyhitters_sketch
    
    Make
    
    Native
    
    Owl
  - Owl_heavyhitters_sketch_sig
    
    Sig
  - Owl_io
  - Owl_lazy
    
    Make
  - Owl_log
  - Owl_maths_interpolate
  - Owl_maths_quadrature
  - Owl_maths_root
  - Owl_neural_compiler
    
    Make
    
    Engine
    
    Graph
    
    Optimiser
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
    
    Optimiser
    
    Operator
    
    Symbol
    
    Scalar
    
    Mat
    
    Linalg
    
    Shape
    
    Type
    
    Device
    
    A
    
    Neural
    
    Graph
    
    Neuron
    
    Optimise
    
    Algodiff
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
    
    Utils
    
    Learning_Rate
    
    Batch
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
    
    Params
    
    Init
    
    Input
    
    Activation
    
    Linear
    
    LinearNoBias
    
    Recurrent
    
    LSTM
    
    GRU
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    FullyConnected
    
    MaxPool1D
    
    MaxPool2D
    
    AvgPool1D
    
    AvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Lambda
    
    LambdaArray
    
    Dropout
    
    Reshape
    
    Flatten
    
    Slice
    
    Add
    
    Mul
    
    Dot
    
    Max
    
    Average
    
    Concatenate
    
    Normalisation
    
    GaussianNoise
    
    GaussianDropout
    
    AlphaDropout
    
    Embedding
    
    Masking
    
    Optimise
    
    Algodiff
    
    Init
    
    Activation
    
    Params
    
    Batch
    
    Learning_Rate
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
  - Owl_neural_generic
    
    Make_Embedded
    
    Neuron
    
    Optimise
    
    Algodiff
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
    
    Utils
    
    Learning_Rate
    
    Batch
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
    
    Params
    
    Init
    
    Input
    
    Activation
    
    Linear
    
    LinearNoBias
    
    Recurrent
    
    LSTM
    
    GRU
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    FullyConnected
    
    MaxPool1D
    
    MaxPool2D
    
    AvgPool1D
    
    AvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Lambda
    
    LambdaArray
    
    Dropout
    
    Reshape
    
    Flatten
    
    Slice
    
    Add
    
    Mul
    
    Dot
    
    Max
    
    Average
    
    Concatenate
    
    Normalisation
    
    GaussianNoise
    
    GaussianDropout
    
    AlphaDropout
    
    Embedding
    
    Masking
    
    Flatten
    
    Graph
    
    Optimise
    
    Algodiff
    
    Init
    
    Activation
    
    Params
    
    Batch
    
    Learning_Rate
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
    
    Make
    
    Graph
    
    Neuron
    
    Optimise
    
    Algodiff
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
    
    Utils
    
    Learning_Rate
    
    Batch
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
    
    Params
    
    Init
    
    Input
    
    Activation
    
    Linear
    
    LinearNoBias
    
    Recurrent
    
    LSTM
    
    GRU
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    FullyConnected
    
    MaxPool1D
    
    MaxPool2D
    
    AvgPool1D
    
    AvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Lambda
    
    LambdaArray
    
    Dropout
    
    Reshape
    
    Flatten
    
    Slice
    
    Add
    
    Mul
    
    Dot
    
    Max
    
    Average
    
    Concatenate
    
    Normalisation
    
    GaussianNoise
    
    GaussianDropout
    
    AlphaDropout
    
    Embedding
    
    Masking
    
    Optimise
    
    Algodiff
    
    Init
    
    Activation
    
    Params
    
    Batch
    
    Learning_Rate
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
  - Owl_neural_graph
    
    Make
    
    Neuron
  - Owl_neural_graph_sig
    
    Sig
    
    Neuron
    
    Optimise
    
    Algodiff
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
    
    Utils
    
    Learning_Rate
    
    Batch
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
    
    Params
    
    Init
    
    Input
    
    Activation
    
    Linear
    
    LinearNoBias
    
    Recurrent
    
    LSTM
    
    GRU
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    FullyConnected
    
    MaxPool1D
    
    MaxPool2D
    
    AvgPool1D
    
    AvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Lambda
    
    LambdaArray
    
    Dropout
    
    Reshape
    
    Flatten
    
    Slice
    
    Add
    
    Mul
    
    Dot
    
    Max
    
    Average
    
    Concatenate
    
    Normalisation
    
    GaussianNoise
    
    GaussianDropout
    
    AlphaDropout
    
    Embedding
    
    Masking
  - Owl_neural_neuron
    
    Make
    
    Optimise
    
    Init
    
    Input
    
    Activation
    
    Linear
    
    LinearNoBias
    
    Recurrent
    
    LSTM
    
    GRU
    
    Conv1D
    
    DilatedConv1D
    
    TransposeConv1D
    
    Conv2D
    
    DilatedConv2D
    
    TransposeConv2D
    
    Conv3D
    
    DilatedConv3D
    
    TransposeConv3D
    
    FullyConnected
    
    MaxPool1D
    
    MaxPool2D
    
    AvgPool1D
    
    AvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Lambda
    
    LambdaArray
    
    Dropout
    
    Reshape
    
    Flatten
    
    Slice
    
    Add
    
    Mul
    
    Dot
    
    Max
    
    Average
    
    Concatenate
    
    Normalisation
    
    GaussianNoise
    
    GaussianDropout
    
    AlphaDropout
    
    Embedding
    
    Masking
  - Owl_neural_neuron_sig
    
    Sig
    
    Optimise
    
    Algodiff
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
    
    Utils
    
    Learning_Rate
    
    Batch
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
    
    Params
    
    Init
    
    Input
    
    Activation
    
    Linear
    
    LinearNoBias
    
    Recurrent
    
    LSTM
    
    GRU
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    FullyConnected
    
    MaxPool1D
    
    MaxPool2D
    
    AvgPool1D
    
    AvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Lambda
    
    LambdaArray
    
    Dropout
    
    Reshape
    
    Flatten
    
    Slice
    
    Add
    
    Mul
    
    Dot
    
    Max
    
    Average
    
    Concatenate
    
    Normalisation
    
    GaussianNoise
    
    GaussianDropout
    
    AlphaDropout
    
    Embedding
    
    Masking
  - Owl_numdiff_generic
    
    Make
  - Owl_numdiff_generic_sig
    
    Sig
    
    Impl
  - Owl_operator
    
    Make_Basic
    
    Make_Extend
    
    Make_Matrix
    
    Make_Ndarray
    
    Make_Linalg
  - Owl_optimise_generic
    
    Make
    
    Algodiff
    
    Utils
    
    Learning_Rate
    
    Batch
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
    
    Params
  - Owl_optimise_generic_sig
    
    Sig
    
    Algodiff
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Builder
    
    Siso
    
    Sipo
    
    Sito
    
    Siao
    
    Piso
    
    Aiso
    
    Maths
    
    Linalg
    
    NN
    
    Mat
    
    Arr
    
    Utils
    
    Learning_Rate
    
    Batch
    
    Loss
    
    Gradient
    
    Momentum
    
    Regularisation
    
    Clipping
    
    Stopping
    
    Checkpoint
    
    Params
  - Owl_pretty
  - Owl_types
    
    Ndarray_Basic
    
    Ndarray_Compare
    
    Ndarray_Mutable
    
    Scalar
    
    Mat
    
    Linalg
    
    Ndarray_Algodiff
    
    Scalar
    
    Mat
    
    Linalg
    
    Ndarray_Numdiff
    
    Stats_Dist
    
    Scalar
    
    Mat
    
    Linalg
    
    Computation_Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_types_common
  - Owl_types_computation_device
    
    Sig
    
    A
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_types_computation_engine
    
    Sig
    
    Graph
    
    Optimiser
    
    Operator
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Scalar
    
    Mat
    
    Linalg
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_types_maths_basic
    
    Sig
  - Owl_types_ndarray_algodiff
    
    Sig
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_types_ndarray_basic
    
    Sig
  - Owl_types_ndarray_compare
    
    Sig
  - Owl_types_ndarray_eltcmp
    
    Sig
  - Owl_types_ndarray_mutable
    
    Sig
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_types_ndarray_numdiff
    
    Sig
  - Owl_types_operator
    
    BasicSig
    
    ExtendSig
    
    MatrixSig
    
    NdarraySig
    
    LinalgSig
  - Owl_types_stats_basic
  - Owl_types_stats_dist
    
    Sig
    
    Scalar
    
    Mat
    
    Linalg
  - Owl_utils
    
    Stack
    
    Heap
    
    Array
  - Owl_utils_array
  - Owl_utils_heap
  - Owl_utils_infer_shape
  - Owl_utils_multimap
    
    Make
  - Owl_utils_ndarray
  - Owl_utils_stack
  - Owl_view
    
    Make
- Sources
  - owl-base
    
    owl_algodiff_check.ml
    
    owl_algodiff_core.ml
    
    owl_algodiff_core_sig.ml
    
    owl_algodiff_generic.ml
    
    owl_algodiff_generic_sig.ml
    
    owl_algodiff_graph_convert.ml
    
    owl_algodiff_graph_convert_sig.ml
    
    owl_algodiff_ops.ml
    
    owl_algodiff_ops_builder.ml
    
    owl_algodiff_ops_builder_sig.ml
    
    owl_algodiff_ops_sig.ml
    
    owl_algodiff_reverse.ml
    
    owl_algodiff_types.ml
    
    owl_algodiff_types_sig.ml
    
    owl_base.ml
    
    owl_base_algodiff_primal_ops.ml
    
    owl_base_complex.ml
    
    owl_base_dense_common.ml
    
    owl_base_dense_matrix_c.ml
    
    owl_base_dense_matrix_d.ml
    
    owl_base_dense_matrix_generic.ml
    
    owl_base_dense_matrix_intf.ml
    
    owl_base_dense_matrix_s.ml
    
    owl_base_dense_matrix_z.ml
    
    owl_base_dense_ndarray.ml
    
    owl_base_dense_ndarray_c.ml
    
    owl_base_dense_ndarray_d.ml
    
    owl_base_dense_ndarray_generic.ml
    
    owl_base_dense_ndarray_intf.ml
    
    owl_base_dense_ndarray_s.ml
    
    owl_base_dense_ndarray_z.ml
    
    owl_base_linalg_c.ml
    
    owl_base_linalg_d.ml
    
    owl_base_linalg_generic.ml
    
    owl_base_linalg_intf.ml
    
    owl_base_linalg_s.ml
    
    owl_base_linalg_z.ml
    
    owl_base_maths.ml
    
    owl_base_slicing.ml
    
    owl_base_stats.ml
    
    owl_base_stats_dist_bernoulli.ml
    
    owl_base_stats_dist_cauchy.ml
    
    owl_base_stats_dist_exponential.ml
    
    owl_base_stats_dist_gamma.ml
    
    owl_base_stats_dist_gaussian.ml
    
    owl_base_stats_dist_gumbel1.ml
    
    owl_base_stats_dist_gumbel2.ml
    
    owl_base_stats_dist_uniform.ml
    
    owl_base_stats_prng.ml
    
    owl_computation.ml
    
    owl_computation_cpu_device.ml
    
    owl_computation_cpu_engine.ml
    
    owl_computation_cpu_eval.ml
    
    owl_computation_cpu_init.ml
    
    owl_computation_engine.ml
    
    owl_computation_engine_sig.ml
    
    owl_computation_graph.ml
    
    owl_computation_graph_sig.ml
    
    owl_computation_operator.ml
    
    owl_computation_operator_sig.ml
    
    owl_computation_optimiser.ml
    
    owl_computation_optimiser_sig.ml
    
    owl_computation_shape.ml
    
    owl_computation_shape_sig.ml
    
    owl_computation_symbol.ml
    
    owl_computation_symbol_sig.ml
    
    owl_computation_type.ml
    
    owl_computation_type_sig.ml
    
    owl_const.ml
    
    owl_countmin_sketch.ml
    
    owl_countmin_sketch_sig.ml
    
    owl_countmin_table.ml
    
    owl_dataframe.ml
    
    owl_exception.ml
    
    owl_graph.ml
    
    owl_heavyhitters_sketch.ml
    
    owl_heavyhitters_sketch_sig.ml
    
    owl_io.ml
    
    owl_lazy.ml
    
    owl_log.ml
    
    owl_maths_interpolate.ml
    
    owl_maths_quadrature.ml
    
    owl_maths_root.ml
    
    owl_neural_compiler.ml
    
    owl_neural_generic.ml
    
    owl_neural_graph.ml
    
    owl_neural_graph_sig.ml
    
    owl_neural_neuron.ml
    
    owl_neural_neuron_sig.ml
    
    owl_numdiff_generic.ml
    
    owl_numdiff_generic_sig.ml
    
    owl_operator.ml
    
    owl_optimise_generic.ml
    
    owl_optimise_generic_sig.ml
    
    owl_pretty.ml
    
    owl_types.ml
    
    owl_types_common.ml
    
    owl_types_computation_device.ml
    
    owl_types_computation_engine.ml
    
    owl_types_maths_basic.ml
    
    owl_types_ndarray_algodiff.ml
    
    owl_types_ndarray_basic.ml
    
    owl_types_ndarray_compare.ml
    
    owl_types_ndarray_eltcmp.ml
    
    owl_types_ndarray_mutable.ml
    
    owl_types_ndarray_numdiff.ml
    
    owl_types_operator.ml
    
    owl_types_stats_basic.ml
    
    owl_types_stats_dist.ml
    
    owl_utils.ml
    
    owl_utils_array.ml
    
    owl_utils_heap.ml
    
    owl_utils_infer_shape.ml
    
    owl_utils_multimap.ml
    
    owl_utils_ndarray.ml
    
    owl_utils_stack.ml
    
    owl_view.ml

Legend:
Page
Library
Module
Module type
Parameter
Class
Class type
Source

owl-base

API

Library owl-base

Owl_algodiff_check
Owl_algodiff_core
Owl_algodiff_core_sig
Owl_algodiff_generic
Owl_algodiff_generic_sig
Owl_algodiff_graph_convert
Owl_algodiff_graph_convert_sig
Owl_algodiff_ops
Owl_algodiff_ops_builder
Owl_algodiff_ops_builder_sig
Owl_algodiff_ops_sig
Owl_algodiff_reverse
Owl_algodiff_types
Owl_algodiff_types_sig
Owl_base
Owl_base_algodiff_primal_ops
Owl_base_complex
Owl_base_dense_common
Owl_base_dense_matrix_c
Owl_base_dense_matrix_d
Owl_base_dense_matrix_generic Matrix module: including creation, manipulation, and various vectorised mathematical operations.
Owl_base_dense_matrix_intf
Owl_base_dense_matrix_s
Owl_base_dense_matrix_z
Owl_base_dense_ndarray Ndarray: module aliases
Owl_base_dense_ndarray_c
Owl_base_dense_ndarray_d
Owl_base_dense_ndarray_generic N-dimensional array module: including creation, manipulation, and various vectorised mathematical operations.
Owl_base_dense_ndarray_intf
Owl_base_dense_ndarray_s
Owl_base_dense_ndarray_z
Owl_base_linalg_c
Owl_base_linalg_d
Owl_base_linalg_generic
Owl_base_linalg_intf
Owl_base_linalg_s
Owl_base_linalg_z
Owl_base_maths Maths: fundamental and advanced mathematical functions.
Owl_base_slicing
Owl_base_stats Statistics: random number generators, PDF and CDF functions, and hypothesis tests. The module also includes some basic statistical functions such as mean, variance, skew, and etc.
Owl_base_stats_dist_bernoulli
Owl_base_stats_dist_cauchy
Owl_base_stats_dist_exponential
Owl_base_stats_dist_gamma
Owl_base_stats_dist_gaussian
Owl_base_stats_dist_gumbel1
Owl_base_stats_dist_gumbel2
Owl_base_stats_dist_uniform
Owl_base_stats_prng
Owl_computation
Owl_computation_cpu_device
Owl_computation_cpu_engine
Owl_computation_cpu_eval
Owl_computation_cpu_init
Owl_computation_engine This functor takes a device as its input, then it generates the computation graph module without flattening the module hierarchy.
Owl_computation_engine_sig
Owl_computation_graph
Owl_computation_graph_sig
Owl_computation_operator
Owl_computation_operator_sig
Owl_computation_optimiser
Owl_computation_optimiser_sig
Owl_computation_shape
Owl_computation_shape_sig
Owl_computation_symbol
Owl_computation_symbol_sig
Owl_computation_type
Owl_computation_type_sig
Owl_const Metric system: CGS, MKS, SI, and physical constants.
Owl_countmin_sketch
Owl_countmin_sketch_sig
Owl_countmin_table
Owl_dataframe
Owl_exception
Owl_graph Graph module supports basic operations on DAG.
Owl_heavyhitters_sketch
Owl_heavyhitters_sketch_sig
Owl_io
Owl_lazy
Owl_log Log module provides logging functionality.
Owl_maths_interpolate Interpolation and Extrapolation
Owl_maths_quadrature Numerical Integration
Owl_maths_root Root finding algorithms for nonlinear functions
Owl_neural_compiler
Owl_neural_generic Functor to create neural networks of different precision.
Owl_neural_graph Neural network: Graphical neural network
Owl_neural_graph_sig
Owl_neural_neuron Neural network: Neuron definitions
Owl_neural_neuron_sig
Owl_numdiff_generic
Owl_numdiff_generic_sig Numdiff: numerical differentiation module
Owl_operator
Owl_optimise_generic Optimisation engine
Owl_optimise_generic_sig
Owl_pretty Pretty print the n-dimensional array
Owl_types This module defines the types shared by various sub-libraries in Owl. Note that they just wrappers, to find the exact module signature, please refer to the definition in the corresponding module.
Owl_types_common
Owl_types_computation_device
Owl_types_computation_engine
Owl_types_maths_basic
Owl_types_ndarray_algodiff
Owl_types_ndarray_basic
Owl_types_ndarray_compare
Owl_types_ndarray_eltcmp
Owl_types_ndarray_mutable
Owl_types_ndarray_numdiff
Owl_types_operator Operator definitions such as add, sub, mul, and div. This signature defines the functions need to be implemented.
Owl_types_stats_basic
Owl_types_stats_dist
Owl_utils Helper functions used in the library
Owl_utils_array
Owl_utils_heap
Owl_utils_infer_shape
Owl_utils_multimap
Owl_utils_ndarray
Owl_utils_stack
Owl_view View module This module is used to create views atop of an ndarray. The view creation is very light-weighted and avoids copying actual data. You can further create views atop of existing views using slicing functions.