timecorr
timecorr copied to clipboard
Estimate dynamic high-order correlations in multivariate timeseries data
default parameters passed to python functions should be __immutable__. probably does not matter for this particular case but wanted to document in case a bug pops up related to this....
Allow the user to pass an s by s by t matrix of weights to wisfc that defines weights on a per-timepoint basis. (In addition to continuing to support an...
Optimal levels of various datasets (biological, physical, man-made) Plot optimal level of human brain data (perhaps in different states) relative to the optimal levels of other kinds of systems
Use time steps (in dataframes) instead of numpy arrays. index argument that can pass a dataframe (inferred or explicitly specified which would override) or a numpy array with index (if...
An issue that's been raised at prior lab meetings is that correlation matrices (and higher order correlation matrices) fundamentally characterize *pairs* of interactions (or pairs of pairs of interactions, etc.)...
- should be passed to timecorr and wcorr - options: `right`, `left`, or `both` (default) - behavior: - if `both`, leave weights unchanged - if `right`, set all weights for...
only supports list right now
we could consider (in a future release) wrapping or extending some of the functions in this toolbox: https://diviyan-kalainathan.github.io/CausalDiscoveryToolbox/html/index.html