Jupyter notebooks and scripts used for the analysis presented in the paper "Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor Factorization" ( https://arxiv.org/abs/2111.14159, under peer review)

The code here depends on the mprod_package. Documentation for the mprod-package is available at readthedocs

When using the mprod_package's TCAM implementation, please cite our work as following

@misc{mor2021dimensionality,
      title={Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor Factorization}, 
      author={Uria Mor and Yotam Cohen and Rafael Valdes-Mas and Denise Kviatcovsky and Eran Elinav and Haim Avron},
      year={2021},
      eprint={2111.14159},
      archivePrefix={arXiv},
      primaryClass={q-bio.QM}
}