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DCDP

Code for the paper Divide and Conquer Dynamic Programming: An Almost Linear Time Change Point Detection Methodology in High Dimensions

Simulation

For each model,

  1. Run data_generation.ipynb first to get the synthetic data.
  2. Run the script of each method to get results.

Real data

  1. Go to folder "preprocess" and run "check_data.R" to preprocess the datasets and save them into .csv files;
  2. Run the script for each dataset.

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code for the dcdp paper

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