Owl’s API Reference

Modules: #5620 entries extracted at 2018-04-16 13:12:55

• Constants
  • Maths constants
  • Constants depending on Bigarray kind
  • Unit prefixes
  • SI: International System of Units
  • MKS: MKS system of units
  • CGS: Centimetre–gram–second system of units
  • CGSM: Unit Systems in Electromagnetism
• Maths
  • Basic functions
  • Airy functions
  • Bessel functions
  • Elliptic functions
  • Gamma Functions
  • Beta functions
  • Factorials
  • Error functions
  • Dawson & Fresnel integrals
  • Struve functions
  • Other special functions
  • Raw statistical functions
  • Helper functions
• Stats
  • Randomisation functions
  • Basic statistical functions
  • MCMC: Markov Chain Monte Carlo
  • Hypothesis tests
  • Discrete random variables
  • Continuous random variables
• Maths_root
  • Type definition
  • Core functions
  • Root of univariate functions
  • Helper functions
• Maths_quadrature
  • Integration functions
  • Helper functions
• Maths_interpolate
• Dense.Ndarray.Generic
  • Type definition
  • Create Ndarrays
  • Obtain basic properties
  • Manipulate Ndarrays
  • Iteration functions
  • Examination & Comparison
  • Input/Output functions
  • Unary math operators
  • Binary math operators
  • Tensor Calculus
  • Cast functions
  • Neural network related
  • Helper functions
  • In-place modification
  • Matrix functions
• Dense.Matrix.Generic
  • Type definition
  • Create matrices
  • Obtain basic properties
  • Manipulate a matrix
  • Iteration functions
  • Examination & Comparison
  • Randomisation functions
  • Input/Output functions
  • Unary math operators
  • Binary math operators
  • Cast functions
  • In-place modification
• Sparse.Ndarray.Generic
  • Type definition
  • Create sparse ndarray
  • Obtain basic properties
  • Manipulate a N-dimensional array
  • Iterate array elements
  • Examine array elements or compare two arrays
  • Input/Output and helper functions
  • Unary mathematical operations
  • Binary mathematical operations
• Sparse.Matrix.Generic
  • Type definition
  • Create sparse matrices
  • Obtain the basic properties
  • Manipulate a matrix
  • Iterate elements, columns, and rows
  • Examin elements and compare two matrices
  • Randomisation functions
  • Input/Output and helper functions
  • Unary mathematical operations
  • Binary mathematical operations
• Linalg.Generic
  • Type definition
  • Basic functions
  • Check matrix types
  • Factorisation
  • Eigenvalues & eigenvectors
  • Linear system of equations
  • Low-level factorisation functions
  • Matrix functions
  • Helper functions
• FFT
  • Basic functions
• Low-level CBLAS API
  • Type definition
  • Level-1 BLAS: vector-vector operations
  • Level-2 BLAS: matrix-vector operations
  • Level-3 BLAS: matrix-matrix operations
• Low-level LAPACKE API
• High-level LAPACKE API
  • Type definition
  • Basic functions
• Numdiff.Generic Functor
  • Type definition
  • Basic functions
• Algodiff.Generic Functor
  • Type definition
  • Supported Maths functions
  • Core functions
  • Low-level functions
  • Helper functions
• Optimise.Generic Functor
  • Utils module
  • Learning_Rate module
  • Batch module
  • Loss module
  • Gradient module
  • Momentum module
  • Regularisation module
  • Clipping module
  • Stopping module
  • Checkpoint module
  • Params module
  • Core functions
• Regression.Generic Functor
  • Type definition
  • Regression models
• Neural.Neuron Functor
  • Init neuron
  • Input neuron
  • Activation neuron
  • Linear neuron
  • LinearNoBias neuron
  • Recurrent neuron
  • LSTM neuron
  • GRU neuron
  • Conv1D neuron
  • Conv2D neuron
  • Conv3D neuron
  • FullyConnected neuron
  • MaxPool1D neuron
  • MaxPool2D neuron
  • AvgPool1D neuron
  • AvgPool2D neuron
  • GlobalMaxPool1D neuron
  • GlobalMaxPool2D neuron
  • GlobalAvgPool1D neuron
  • GlobalAvgPool2D neuron
  • UpSampling1D neuron
  • UpSampling2D neuron
  • UpSampling3D neuron
  • Padding1D neuron
  • Padding2D neuron
  • Padding3D neuron
  • Lambda neuron
  • Dropout neuron
  • Reshape neuron
  • Flatten neuron
  • Add neuron
  • Mul neuron
  • Dot neuron
  • Max neuron
  • Average neuron
  • Concatenate neuron
  • Normalisation neuron
  • GaussianNoise neuron
  • GaussianDropout neuron
  • AlphaDropout neuron
  • Embedding neuron
  • Masking neuron
  • Core functions
• Neural.Graph Functor
  • Type definition
  • Manipuate networks
  • Interface to optimisation engine
  • Create Neurons
  • Helper functions
  • Train Networks
• Operator Functor
  • Basic operators
  • Extended operators
  • Matrix-specific operators
  • Ndarray-specific operators
  • Linalg-specific operators
• Lazy Functor
  • Type definition
  • Core functions
  • Printing functions
  • Properties and manipulations
  • Unary operators
  • Binary operators
  • Comparion functions
  • Advanced operations
• View Functor
  • Type definition
  • Conversion functions
  • Manipulation functions
  • Iteration functions
  • Examination & Comparison
• Log
  • Type definition
  • Configuration functions
  • Log functions
• Pretty
  • Basic functions
• Graph
  • Type definition
  • Obtaining properties
  • Manipulation functions
  • Iterators
  • Helper functions
• Plot
  • Type definition
  • Config functions
  • Basic plot functions
  • Plot 3D figures
  • Advanced statistical plot
• Low-level OpenCL API
  • Type definition
  • Function definition
  • Constant definition
  • Exception definition
• High-level OpenCL API
  • Platform module
  • Device module
  • Context module
  • Program module
  • Kernel module
  • CommandQueue module
  • Event module
  • Buffer module
• OpenCL Context
  • Type definition
  • Query platform
  • Manipulate context
  • Manipulate kernels
  • Evaluate kernels
• OpenCL Dense Ndarray
  • Core functions
  • Unary math functions
  • Binary math functions
• Zoo System
  • Manipulate gists
  • Execute gists
  • Helper functions
• Toplevel
  • Core functions
• Base.Dense.Ndarray.Generic
  • Type definition
  • Create Ndarrays
  • Obtain basic properties
  • Manipulate Ndarrays
  • Iterate array elements
  • Examination & Comparison
  • Input/Output functions
  • Unary math operators
  • Binary math operators
  • Neural network related
  • Helper functions
  • Matrix functions
• Base.Maths
  • Basic functions
  • Helper functions
• Base.Stats
  • Randomisation functions
  • Basic statistical functions
  • Random variables
• Base.Complex
  • Type definition and constants
  • Unary functions
  • Binary functions
  • Comparison functions
  • Helper functions
• Exception
  • Core function
  • Exception definition
• Utils.Stack
  • Type definition
  • Basic functions
• Utils.Array
  • Basic functions
  • Extended functions
• Distribution Functor
  • Uniform distribtion
  • Gaussian distribtion
  • Exponential distribtion
  • Gamma distribtion
  • Beta distribtion
  • Chi2 distribtion
  • F distribtion
  • Cauchy distribtion
  • Lomax distribtion
  • Weibull distribtion
  • Laplace distribtion
  • Gumbel1 distribtion
  • Gumbel2 distribtion
  • Logistic distribtion
  • Lognormal distribtion
  • Rayleigh distribtion
  • Type definition
  • Core functions
• NLP.Vocabulary
  • Type definition
  • Query vocabulary
  • Obtain properties
  • Core functions
  • I/O functions
• NLP.Corpus
  • Type definition
  • Query corpus
  • Iteration functions
  • Core functions
  • I/O functions
  • Helper functions
• NLP.Tfidf
  • Type definition
  • Query model
  • Iteration functions
  • Core functions
  • I/O functions
  • Helper functions
• NLP.Lda
  • Type definition
  • Core functions
  • Helper functions