Tutorials and Examples

Examples

• Mixture of Gaussians (MoG): quickstart
  • Installation and importing
  • Distribution basics
• Mixture of Gaussians (MoG): A tutorial
  • Installation and importing
  • Theoretical background
  • Distribution basics
  • Fitting data with MoG
  • LaTeX outputs
• Truncated multivariate normals: a tutorial
  • Theoretical background
  • Installation and importing
  • 1D distribution on a finite domain
  • Fitting 1D data on a finite domain
  • 3D distribution with one variable on a finite domain
  • Fitting 3D data with a finite domain on one variable
• Asteroid orbital elements: an application of multimin
  • Installation
  • Load the package
  • Asteroid data
• Fit of single-valued functions (experimental): tutorial
  • Installation and importing
  • Round-trip test
  • Non-gaussian function
  • A realistic function
  • Multimodal Mode
  • Noisy data
  • Emmission line
• High-performance MoG calculations
  • Installation and importing
  • Verifying that GSL is installed
  • 3D distribution with one variable on a finite domain
  • Fitting 3D data with a finite domain on one variable
• Comparison with scikit-learn’s GaussianMixture
  • Installation and importing
• Density plot tutorial
  • Installation and importing
  • Real data
  • Representing the data