ConjTest

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This repository provides methods for testing conjugacy between two dynamical systems based on their finite sample: FNN test, KNN test, $ConjTest$, and $ConjTest^+$. Moreover, it contains scripts for numerical experiments reported in https://arxiv.org/abs/2301.06753.

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Citing

@misc{https://doi.org/10.48550/arXiv.2301.06753,
  doi = {10.48550/arXiv.2301.06753},  
  url = {https://arxiv.org/abs/2301.06753},  
  author = {D\l{}otko, Pawe\l{} and Lipi\'nski Micha\l{} and Signerska-Rynkowska, Justyna},  
  keywords = {conjugacy, semi-conjugacy, embedding, nonlinear time-series analysis, false nearest neighbors, similarity measures, k-nearest neighbors},  
  title = {Testing topological conjugacy of time series from finite sample},
  publisher = {arXiv},  
  year = {2023} 
}