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cakcora authored Jul 15, 2024
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## WeightedCliqueLifting
WeightedCliqueLifting is a Python class for lifting a weighted-directed graph into a simplicial complex by using [Ricci Curvature](https://en.wikipedia.org/wiki/Ricci_curvature) information on the graph edges. This transformation is useful in topological data analysis, where higher-order interactions are represented by simplicial complexes.

# A Note:
We were unable to fully run our lifting as the Jupyter Notebook kernel would crash while verifying the simplicial complex due to a lack of sufficient memory on any of our systems. The weighted-directed graph is too large for us to run, but we hope someone else can. We have faith that our lifting from a weighted-directed graph into a simplicial complex works but would greatly appreciate it if this could be tested and we could receive feedback. Our code is commented in detail for you to work with.

# Table of Contents
# Table of Contents

1. Usage
2. Our New Dataset
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