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.gitignore changes after running it locally Oct 24, 2018 Readme updated, data removed Oct 19, 2018
anomaly_AWS.ipynb - minor text changes Oct 30, 2018
requirements.txt Update requirements.txt Oct 24, 2018

Anomaly detection in NAB dataset.

Experiment with Amazon RDS CPU utilisation.


Using Anaconda:

The fastest way to run this notebook is to Install the Anaconda package with Python 3.7: It contains all necessary tools and common dependencies. Also, you should install MXNET framework:

Using virtual environment:

  1. Create virtual environment in the project directory: python3 -m venv venv
  2. Activate it: source venv/bin/activate
  3. Install project’s dependencies: pip install -r requirements.txt


The data comes from the NAB dataset:, you should clone it to the project directory: git clone

Starting the application

After installing tools and cloning the data run jupyter notebook command in the project directory.