API

This section details classes, functions included in the Python bindings.

• Base objects
  • PersistentObject
  • InterfaceObject
  • Combinatorial structures
  • Domains
  • Matrices
  • Tensors
  • Vectors
  • Comparison operators
  • Serialization
  • History strategy
• Data analysis
  • Sample
  • Building distributions from samples
  • Building copulas from samples
  • Statistical tests
  • Iterative statistics
  • Quantile confidence
• Probabilistic modeling
  • Continuous parametric distributions
  • Discrete parametric distributions
  • Parametrized distributions
  • Pseudo-random numbers generator
  • Combining and transforming distributions
  • Copulas
  • Combining and transforming copulas
  • Random vectors
  • Markov Chain Monte Carlo (MCMC)
  • Low-level distribution functions
  • Isoprobabilistic transformation
• Stochastic process modeling
  • General objects
  • Temporal information
  • Categorical variables
  • Spectral information
  • Gaussian process
  • Functional basis process
  • Composite process
  • Aggregated process
  • ARMA
  • ARMA factory
  • Others
  • Check hypothesis on time series
  • Karhunen-Loeve decomposition
• Surrogate modeling
  • General classes
  • Parametric
  • Linear model algorithm
  • Generalized Linear Model algorithm
  • Gaussian Process Regression
  • Functional chaos expansion
• Designs of experiments
  • Experiment
  • Stratified designs of experiments
  • Weighted experiments
  • Sample splitting
  • Low Discrepancy Sequences
  • Sequential experiments
• Reliability
  • Events
  • Analytical (FORM/SORM)
  • Simulation algorithm
  • Directional Sampling
  • Importance Sampling
  • Subset Sampling
  • Reliability oriented sensitivity analysis
• Sensitivity Analysis
  • Sobol indices
  • HSIC Indices
• Functional modeling
  • General mathematical functions
  • Algebra of functions
  • Field and mixed functions
  • Collection of functions
  • Finite differentiation schemes
  • Evaluation functions
  • Gradient functions
  • Hessian functions
  • Differential equation solvers
  • Special functions
  • Special constants
  • External code coupling
  • 1-D functions
  • Testing module
• Orthogonal basis
  • Univariate polynomials
  • Univariate polynomial families
  • Multivariate polynomial functions
  • Orthogonal multivariate functions
• Calibration
  • LinearLeastSquaresCalibration
  • NonLinearLeastSquaresCalibration
  • GaussianLinearCalibration
  • GaussianNonLinearCalibration
  • CalibrationAlgorithm
  • CalibrationResult
• Numerical methods
  • Optimization
  • Non linear solvers
  • Integration
  • Transformations
  • Spatial lookup
  • Classification
  • Combinatorial generators
• Graphs
  • Graphical object
  • Drawable objects
  • Graphical visualisation object
• Configuration
  • Environment variables
  • Environment checking and filesystem manipulation
  • Information about the library
  • Recording user information
  • Resource catalog
  • Threading configuration
• Common use cases
  • Use cases from the usecases module