This repository gives all the tools that used in the study Understanding Software-2.0: A Study of Machine Learning library usage and evolution

Use pip install -r requirements.txt to install all the required dependent libraries.

1. The tools in DetectingMLLibraries generate statistics on the usage of ML libraries. You can also generate a csv file with ML libraries used in each project. You can use it to generate associate rules from the script
2. The tools in MLLibraryUpdateAnalysis generate statistics of ML library updates. It also generates a csv file with all the cascade library updates. You can use it to generate associate rules from the script
3. The tools in AnalyseMLLibConstructs collects all the ML library APIs used in the projects.

If you have any question regarding the usage of this toolset, please reach us via https://serene-beach-16261.herokuapp.com (use the contact us in the People tab)

Link Here, you can find the additional data that we promised in the paper.

Link: Here, You can find email templates.