Usage and Tutorials

One way to pick up how to use halomod is to directly consult the API documentation.

Here, however, we have compiled several more high-level resources on how to get started with halomod, and use it efficiently.

• Getting Started with halomod
  • Using the TracerHaloModel
  • Input Parameters
  • Updating parameters in-place
  • Whirlwind Tour of Components and Models
  • Defining Your Own Models
• A Showcase of Components in halomod
  • Setup Matplotlib
  • Setup default model
• Development of WDM modeling in hmf and halomod
  • Transfer Function
  • Mass Variance
  • Mass Function with Sharp-K
  • Halo Profile
  • Framework
• Fitting Correlation Functions with emcee
  • Create Some Mock Data
  • Define a likelihood
  • Define an emcee-compatible likelihood function
  • Run emcee
• Parameter Constraints with halomod
  • Setting up TracerHaloModel
  • MCMC-Fitting
  • Constraining derived parameters
• Customised extensions with halomod
  • Creating a new density profile
  • Creating a new concentration-mass relation
  • Creating a new HOD
• Going beyond galaxies as tracers with halomod
  • HOD
  • Density Profile
  • Tuning parameters
• Cross-Correlations with halomod
  • The Cross-Correlated HOD