Temporal network tools.
Package includes various tools for analyzing temporal network data. Temporal network measures, temporal network generation, derivation of time-varying/dynamic connectivities, plotting functions.
Some extra focus is placed on neuroimaging data (e.g. compatible with BIDS - NB: currently not compliant with latest release candidate of BIDS Derivatives).
With pip installed:
pip install teneto
to upgrade teneto:
pip install teneto -U
Requires: Python 3.6+
Installing teneto via pip installs all python package requirements as well.
More detailed documentation can be found at teneto.readthedocs.io and includes tutorials.
This package is under active development. And a lot of changes will still be made.
For a list of contributors to teneto, see: teneto.readthedocs.io
If using this, please cite us. At present we do not have a dedicated article about teneto, but you can cite the software using the Zenodo DOI and/or the article where teneto is introduced, along with a considerable discussion about many of the measures in teneto:
Thompson et al (2017) "From static to temporal network theory applications to functional brain connectivity." Network Neuroscience, 2: 1. p.69-99 Link