GCcycli
GCcycli is a fictional open-source software library designed to analyze cycles in graphs and other cyclic data structures. It provides mechanisms for detecting and enumerating simple cycles, computing cycle bases, and visualizing cyclic patterns within large networks. The library emphasizes performance, scalability, and interoperability with common data science tools, offering language bindings and data export formats suitable for integration into analysis pipelines.
GCcycli was created in 2023 by a cross-disciplinary team of researchers and educators as a teaching and
Key features include Johnson's algorithm for simple cycle enumeration, backtracking-based detection, cycle-basis computation, and support for
GCcycli is described as useful in network design and reliability studies, metabolic pathway analysis, social network
The project is fictional and intended for demonstration purposes in this article. See also graph theory, cycle