REDBACK

Contents:

  • Installation
  • Code motivation
  • Basics of Bayesian inference and parameter estimation
  • Likelihood
  • Priors
  • Get data
  • Transients
  • Models
  • Simulation
  • Making changes to models and plotting using dependency injections
  • Plotting
  • Analysis
  • Fitting
  • Results
  • Joint likelihood
  • Examples
  • Acknowledgement/Citations
  • Contributing

API:

  • redback.get_data
  • redback.priors
  • redback.plotting
  • redback.eos
  • redback.constraints
  • redback.analysis
  • redback.ejecta_relations
  • redback.interaction_processes
  • redback.utils
  • redback.transient
  • redback.transient_models
  • redback.sampler
  • redback.result
  • redback.sed
  • redback.simulate_transients
  • redback.photosphere
  • redback.likelihoods
REDBACK
  • Examples
  • View page source

Examples

We provide several examples so users can get a more practical grasp of how to use redback. Some examples are listed below:

  • Getting data

  • Creating transient objects

  • Simulate single transient in ztf

  • Simulate survey

  • Simulate basic transient observations

  • Using models as a function

  • Using SNCosmo models for plotting and fitting data

  • Modifying models

  • Fitting with homologous expansion

  • Joint Afterglow and Gravitational-wave analysis

  • Gaussian process with a base model

  • broadband_afterglow_private_data_example

  • fit_your_own_model_example

  • kilonova_example

  • magnetar_boosted_example

  • magnetar_example

  • prompt_example

  • supernova_example

  • tde_example

  • SN2011kl_sample_in_t0_example

We have also written a more tutorial style jupyter notebook demonstrating the bulk of the functionality of redback. There are many more examples in the examples folder of the repository. Please check it out!

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© Copyright 2022, Nikhil Sarin, Moritz Hübner.

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