korali
v3.0.0

Using Korali

  • Installation
  • Korali Basics
  • Parallel / Distributed Execution
  • Checkpoint / Resume
  • Tools

Examples

  • Bayesian Inference
  • Hierarchical Bayesian
  • Integration
  • Machine Learning
  • Optimization
  • Model Propagation
  • Propagation of Uncertainty
  • Sampling
  • Case-Study Applications

Features

  • Checkpoint / Resume
  • Korali + Korali Model
  • Concurrent Execution
  • Partial Runs
  • Running Multiple Experiments
  • Partial Runs
  • Running C++
  • Running C++ MPI Applications
  • Running Python MPI Applications
  • Preserving Results

Module Configuration

  • Experiment
  • Problems
  • Solver
  • Conduits
  • Distributions
    • Special Distributions
    • Multivariate Distributions
    • Univariate Distributions
  • Neural Network

Development

  • Extending Korali
  • Code Documentation
  • Github Repository
  • Build Status
  • Test Coverage
korali
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  • Distributions
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DistributionsΒΆ

In the subdirectories you can find the distribtuion modules for the generation of random variables and the evaluation of their densities and derived values.

Sub-Categories:

  • Special Distributions
    • Multinomial Distribution
  • Multivariate Distributions
    • Multivariate Normal Distribution
  • Univariate Distributions
    • Geometric Distribution
    • Inverse Gamma Distribution
    • LogNormal Distribution
    • Truncated Normal Distribution
    • Uniform Distribution
    • Exponential Distribution
    • Cauchy Distribution
    • Laplace Distribution
    • Weibull Distribution
    • Beta Distribution
    • Gamma Distribution
    • Normal Distribution
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