No description, website, or topics provided.
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
.gitignore changes after running it locally Oct 24, 2018
README.md Readme updated, data removed Oct 19, 2018
anomaly_AWS.ipynb - minor text changes Oct 30, 2018
requirements.txt Update requirements.txt Oct 24, 2018

README.md

Anomaly detection in NAB dataset.

Experiment with Amazon RDS CPU utilisation.

Installation

Using Anaconda:

The fastest way to run this notebook is to Install the Anaconda package with Python 3.7: https://www.anaconda.com/download/. It contains all necessary tools and common dependencies. Also, you should install MXNET framework: https://mxnet.incubator.apache.org/install/.

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

Data

The data comes from the NAB dataset: https://github.com/numenta/NAB, you should clone it to the project directory: git clone https://github.com/numenta/NAB.git

Starting the application

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