AIOpsInterpretation

This repository contains the replication package for the "Towards consistent interpretation of AIOps models" paper.

Introduction

We organize the repository as follows:

1. Experiment code: the experiment code is under the experiment folder;
2. Result analysis: the R code for result analysis is under the analysis folder.

Environment

Get the environment ready: Our experiment is carried out using the following packages and versions:

• Python: 3.8.3
• R: 3.6.3
• Numpy: 1.18.5
• Scipy: 1.5.0
• Pandas: 1.0.5
• Sklearn: 0.0
• Mkl: 2019.0
• Rgf-Python: 3.9.0
• Xgboost: 1.2.1

We recommend using an Anaconda enviorment with Python version 3.8.3, install the xgboost and rgf-python packages through pip,then everything would be ready.