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Time Series Anomaly Detection and Feature creation APIs

Online Bayesian Changepoint Detection

High Frequency Time series Anomaly Detection using Bayesian Changepoint Detection Algorithm

Follow these steps

  • Download this folder, cd into the folder
  • then do "pip install -e ."
  • This will install the python files as a package in your local machine which will get updated even after you do some changes in the python files.
  • To see the main files go to anomaly detectors folder where all python files are placed.
  • In this specific folder is there for a specific detector, which has all important master python files
  • And all other dependencies are located in utils and reader_writer folder for main master python file
  • All the notebooks are placed in Notebook folder in parent folder along with datasets and setup file,etc. s