Getting Started

In order to understand the code in its entirety, 4 tutorials have been created for the user to follow. These are in order of increasing complexity and each detail the steps required to obtain usable data from the code. It is reccommended that the user reads through these tutorials in order to get a full understanding of what each function does and how it can be applied to the current data. If the user requires more information about the function, they should see API.

Tutorial 1 is for a basic case using no model.

Tutorial 2 is for the case of a simple model.

Tutorial 3 demonstrates how the code can be used with real data.

Tutorial 4 shows how the code can be used with complex data and a complex model.

• Tutorial 1 - No Model
  • Creating fake data to work with
  • Creating the kernel
  • Obtaining LogL and GP values
  • Plotting the GP
• Tutorial 2 - Simple Model
  • Creating fake data to work with
  • Creating the kernel
  • Model Parameters
  • Obtaining LogL and GP values
  • Plotting the GP
  • Running the MCMC
  • Mixing Plots
  • Corner Plots
  • Saving
• Tutorial 3 - Pegasi 51b Data
  • Importing the Data
  • Creating the Kernel
  • Creating the Model
  • Running the MCMC
  • Mixing Plots and Corner Plots
  • Plotting the Data
• Tutorial 4 - Complex Models
  • Generating Fake Data
  • Creating the Kernel and the Models
  • Plotting Initial Conditions
  • Running the MCMC
  • Mixing Plots and Corner Plots