This project aims to develop an ensemble based network intrusion detection system. There are several python scripts and jupyter notebooks for various tasks of this process. This project is an implementation of a developed research paeper that is also attached. The code uses the dataset NF-CSE-CIC-IDS2018-v2. The link for the dataset is found below.