Anomaly_Detection

Train Anomaly detection using multivariate gaussian method on real data. The implementation is done step by step in the jupyter-notebook.

How to run

• Clone the repo using git clone https://github.com/mohdsaqibhbi/Anomaly_Detection.git.
• Go to this directory using cd Anomaly_Detection
• Create virtual environment.
• Install dependencies using pip3 install -r requirements.txt.
• Run everything step by step

Things you can learn here

• Basic data preprocessing.
• Preparation training and validation data for anomaly detection problem.
• Training model using multivariate gaussian method.
• Evaluating model.

Note: This is not a tutorial.