Citations

If you use tda-mapper in your work, please consider citing both the library, archived in a permanent Zenodo record, and the paper, which provides a broader methodological overview. We recommend citing the specific version of the library used in your research, along with the paper.

• tda-mapper: For example to cite version 0.8.0 you can use:

  @software{simi_2024_14194667,
     author       = {Simi, Luca},
     title        = {tda-mapper},
     month        = nov,
     year         = 2024,
     publisher    = {Zenodo},
     version      = {v0.8.0},
     doi          = {10.5281/zenodo.14194667},
     url          = {https://doi.org/10.5281/zenodo.14194667}
  }
  

• Methodology: For the paper, you can use:

  @article{simi2025a,
     title    = {A Scalable Approach for Mapper via Efficient Spatial Search},
     author   = {Luca Simi},
     journal  = {Transactions on Machine Learning Research},
     issn     = {2835-8856},
     year     = {2025},
     url      = {https://openreview.net/forum?id=lTX4bYREAZ},
     note     = {}
  }