Regime Change Detection in Dynamic Graphs

This repository contains the source code to reproduce results from the "Geodesics of Dynamic Graphs for Regime Change Detection" paper, along with reimplemented methods from the literature.

Setting up

If you use conda as a package manager, you can create a new environment called dynamic-graph-regimes by running

make env

Otherwise, you can directly install the src module with pip by running

pip install .

Reproducing experiments

References

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Project Organization

├── LICENSE
├── Makefile             <- Makefile with commands like `make env` or `make lint`
├── README.md            <- The top-level README describing this project.
│
├── requirements.yaml    <- The requirements file for reproducing the analysis environment, e.g.
│                           generated with `conda env export --from-history > requirements.yaml`
├── requirements.txt     <- Compulsory python requirements
├── requirements-dev.txt <- Additional requirements for formatting and debugging
│
├── src                  <- Source code for use in this project.
└── pyproject.toml       <- Configuration file for building package and various tools (pylint, black, isort)

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