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The codes to replicate the examples in "Efficient Modeling of Quasi-Periodic Data with Seasonal Gaussian Process"

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sGPcode

The online web-page of the manuscript "Efficient Modeling of Quasi-Periodic Data with Seasonal Gaussian Process"

Data

  • Section 5.1, 5.2, 5.4: Datasets are automatically accessed or downloaded in the R scripts.

  • **Section 5.3 **: The dataset is downloaded from https://www.sidc.be/silso/.

Scripts

The examples in the main paper are replicated in the following scripts. Specific points to pay attention to:

  1. In each example, please make sure the working directory is correctly specified.
  2. All the required R packages will be loaded in the R script, please make sure they are installed in the system before proceed.

The results in the paper are reproduced by compiling each of the R script (please make sure each cpp file is compiled before running the R script in the corresponding folder).

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The codes to replicate the examples in "Efficient Modeling of Quasi-Periodic Data with Seasonal Gaussian Process"

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