owl-base 0.9.0 · OCaml Package

owl-base

package owl-base

owl-base
- Owl_algodiff_check
  - Make
    
    AD
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Linalg
    
    Mat
    
    Maths
    
    NN
    
    Forward
    
    Reverse
- Owl_algodiff_core
  - Make
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_algodiff_core_sig
  - Sig
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_algodiff_generic
  - Make
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Linalg
    
    Mat
    
    Maths
    
    NN
- Owl_algodiff_generic_sig
  - Sig
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Linalg
    
    Mat
    
    Maths
    
    NN
- Owl_algodiff_graph_convert
  - Make
    
    Core
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_algodiff_graph_convert_sig
  - Sig
- Owl_algodiff_ops
  - Make
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Core
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Linalg
    
    Mat
    
    Maths
    
    NN
- Owl_algodiff_ops_builder
  - Make
    
    Aiso
    
    Core
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
- Owl_algodiff_ops_builder_sig
  - Sig
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
- Owl_algodiff_ops_sig
  - Sig
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Linalg
    
    Mat
    
    Maths
    
    NN
- Owl_algodiff_reverse
  - Make
    
    C
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_algodiff_types
  - Make
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_algodiff_types_sig
  - Sig
- Owl_base
- Owl_base_algodiff_primal_ops
  - D
    
    Linalg
    
    Mat
  - S
    
    Linalg
    
    Mat
- Owl_base_complex
- Owl_base_dense_common
- Owl_base_dense_matrix_c
- Owl_base_dense_matrix_d
- Owl_base_dense_matrix_generic
- Owl_base_dense_matrix_intf
  - Common
- Owl_base_dense_matrix_s
- Owl_base_dense_matrix_z
- Owl_base_dense_ndarray
  - C
  - D
  - Generic
  - Operator
  - S
  - Z
- Owl_base_dense_ndarray_c
- Owl_base_dense_ndarray_d
- Owl_base_dense_ndarray_generic
- Owl_base_dense_ndarray_intf
  - Common
  - NN
  - Real
- 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
- Owl_computation_cpu_device
  - Make
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_cpu_engine
  - Make
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Graph
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
  - Make_Nested
    
    CG_Eval
    
    CG_Init
    
    MultiMap
    
    Graph
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_cpu_eval
  - Make
    
    Graph
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_cpu_init
  - Make
    
    Graph
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    MultiMap
- Owl_computation_engine
  - Flatten
    
    Engine
    
    Graph
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
  - Make_Graph
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_engine_sig
  - Flatten_Sig
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Graph
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Linalg
    
    Mat
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Scalar
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
  - Make_Graph_Sig
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_graph
  - Make
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_graph_sig
  - Sig
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_operator
  - Make
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_operator_sig
  - Sig
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_optimiser
  - Make
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_optimiser_sig
  - Sig
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_shape
  - Make
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_shape_sig
  - Sig
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_symbol
  - Make
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_symbol_sig
  - Sig
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_type
  - Make
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_computation_type_sig
  - Sig
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_const
  - CGS
  - CGSM
  - MKS
  - Prefix
  - SI
- Owl_countmin_sketch
  - Make
    
    T
  - Native
  - Owl
- Owl_countmin_sketch_sig
  - Sig
- Owl_countmin_table
  - Native
  - Owl
  - Sig
- Owl_dataframe
- Owl_exception
- Owl_graph
- Owl_heavyhitters_sketch
  - Make
    
    CM
  - Native
  - Owl
- Owl_heavyhitters_sketch_sig
  - Sig
- Owl_io
- Owl_lazy
  - Make
    
    A
    
    Linalg
    
    Mat
    
    Scalar
- Owl_log
- Owl_maths_interpolate
- Owl_maths_quadrature
- Owl_maths_root
- Owl_neural_compiler
  - Make
    
    E
    
    Graph
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Engine
    
    Graph
    
    Optimiser
    
    Operator
    
    Linalg
    
    Mat
    
    Scalar
    
    Symbol
    
    Shape
    
    Type
    
    Device
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Neural
    
    Graph
    
    Neuron
    
    Activation
    
    Add
    
    AlphaDropout
    
    Average
    
    AvgPool1D
    
    AvgPool2D
    
    Concatenate
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    Dot
    
    Dropout
    
    Embedding
    
    Flatten
    
    FullyConnected
    
    GRU
    
    GaussianDropout
    
    GaussianNoise
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    Init
    
    Input
    
    LSTM
    
    Lambda
    
    LambdaArray
    
    Linear
    
    LinearNoBias
    
    Masking
    
    Max
    
    MaxPool1D
    
    MaxPool2D
    
    Mul
    
    Normalisation
    
    Optimise
    
    Algodiff
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Linalg
    
    Mat
    
    Maths
    
    NN
    
    Batch
    
    Checkpoint
    
    Clipping
    
    Gradient
    
    Learning_Rate
    
    Loss
    
    Momentum
    
    Params
    
    Regularisation
    
    Stopping
    
    Utils
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Recurrent
    
    Reshape
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
- Owl_neural_generic
  - Flatten
    
    Graph
    
    Neuron
    
    Activation
    
    Add
    
    AlphaDropout
    
    Average
    
    AvgPool1D
    
    AvgPool2D
    
    Concatenate
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    Dot
    
    Dropout
    
    Embedding
    
    Flatten
    
    FullyConnected
    
    GRU
    
    GaussianDropout
    
    GaussianNoise
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    Init
    
    Input
    
    LSTM
    
    Lambda
    
    LambdaArray
    
    Linear
    
    LinearNoBias
    
    Masking
    
    Max
    
    MaxPool1D
    
    MaxPool2D
    
    Mul
    
    Normalisation
    
    Optimise
    
    Algodiff
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Linalg
    
    Mat
    
    Maths
    
    NN
    
    Batch
    
    Checkpoint
    
    Clipping
    
    Gradient
    
    Learning_Rate
    
    Loss
    
    Momentum
    
    Params
    
    Regularisation
    
    Stopping
    
    Utils
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Recurrent
    
    Reshape
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
  - Make
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Graph
    
    Neuron
    
    Activation
    
    Add
    
    AlphaDropout
    
    Average
    
    AvgPool1D
    
    AvgPool2D
    
    Concatenate
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    Dot
    
    Dropout
    
    Embedding
    
    Flatten
    
    FullyConnected
    
    GRU
    
    GaussianDropout
    
    GaussianNoise
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    Init
    
    Input
    
    LSTM
    
    Lambda
    
    LambdaArray
    
    Linear
    
    LinearNoBias
    
    Masking
    
    Max
    
    MaxPool1D
    
    MaxPool2D
    
    Mul
    
    Normalisation
    
    Optimise
    
    Algodiff
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Linalg
    
    Mat
    
    Maths
    
    NN
    
    Batch
    
    Checkpoint
    
    Clipping
    
    Gradient
    
    Learning_Rate
    
    Loss
    
    Momentum
    
    Params
    
    Regularisation
    
    Stopping
    
    Utils
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Recurrent
    
    Reshape
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
  - Make_Embedded
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Neuron
    
    Activation
    
    Add
    
    AlphaDropout
    
    Average
    
    AvgPool1D
    
    AvgPool2D
    
    Concatenate
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    Dot
    
    Dropout
    
    Embedding
    
    Flatten
    
    FullyConnected
    
    GRU
    
    GaussianDropout
    
    GaussianNoise
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    Init
    
    Input
    
    LSTM
    
    Lambda
    
    LambdaArray
    
    Linear
    
    LinearNoBias
    
    Masking
    
    Max
    
    MaxPool1D
    
    MaxPool2D
    
    Mul
    
    Normalisation
    
    Optimise
    
    Algodiff
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Linalg
    
    Mat
    
    Maths
    
    NN
    
    Batch
    
    Checkpoint
    
    Clipping
    
    Gradient
    
    Learning_Rate
    
    Loss
    
    Momentum
    
    Params
    
    Regularisation
    
    Stopping
    
    Utils
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Recurrent
    
    Reshape
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
- Owl_neural_graph
  - Make
    
    Neuron
    
    Activation
    
    Add
    
    AlphaDropout
    
    Average
    
    AvgPool1D
    
    AvgPool2D
    
    Concatenate
    
    Conv1D
    
    Conv2D
    
    Conv3D
    
    DilatedConv1D
    
    DilatedConv2D
    
    DilatedConv3D
    
    Dot
    
    Dropout
    
    Embedding
    
    Flatten
    
    FullyConnected
    
    GRU
    
    GaussianDropout
    
    GaussianNoise
    
    GlobalAvgPool1D
    
    GlobalAvgPool2D
    
    GlobalMaxPool1D
    
    GlobalMaxPool2D
    
    Init
    
    Input
    
    LSTM
    
    Lambda
    
    LambdaArray
    
    Linear
    
    LinearNoBias
    
    Masking
    
    Max
    
    MaxPool1D
    
    MaxPool2D
    
    Mul
    
    Normalisation
    
    Optimise
    
    Algodiff
    
    A
    
    Linalg
    
    Mat
    
    Scalar
    
    Arr
    
    Builder
    
    Aiso
    
    Piso
    
    Siao
    
    Sipo
    
    Siso
    
    Sito
    
    Linalg
    
    Mat
    
    Maths
    
    NN
    
    Batch
    
    Checkpoint
    
    Clipping
    
    Gradient
    
    Learning_Rate
    
    Loss
    
    Momentum
    
    Params
    
    Regularisation
    
    Stopping
    
    Utils
    
    Padding1D
    
    Padding2D
    
    Padding3D
    
    Recurrent
    
    Reshape
    
    TransposeConv1D
    
    TransposeConv2D
    
    TransposeConv3D
    
    UpSampling1D
    
    UpSampling2D
    
    UpSampling3D
- Owl_neural_graph_sig
  - Sig
    
    Neuron
    
    Activation
    
    Add
    
    AlphaDropout