Incident Management Process

This project aims at predicting the estimaed time of completion of an incident fix.

Motivation

This started out as a college project, but I decided to put it on my Github and try to contribute to the open source community, by simply sharing my way of doing things!

Tech/framework used

Built with

• Jupyter Notebook

Algorithms

Linear Regression Random Forest GridSearch Random Forest

Libraries

Pandas Numpy Sklearn

Installation

1 - Clone repository

~$ git clone https://github.com/HanyAkoury/IMP.git

2 - Go to the working directory and then create a virtual environement

~/IMP$ python3 -m venv venv

3 - Install the requirements for this project

~/IMP$ pip install -r requirements.txt

4 - Launch the jupyter notebook

~/IMP$ jupyter notebook

Data Source

UCI-Machine Learning repsitory

License

MIT © Hany Akoury