Oliver Cliff

Functional connectivity methods are asymmetric

2

Hi all, When using [this dataset](https://github.com/Eden-Kramer-Lab/spectral_connectivity/files/8843792/example_dataset.zip), we found that the following methods (that are named as functional on the main page) yield directed values: `coherence_phase` `phase_locking_value` `phase_lag_index` `weighted_phase_lag_index` The dataset...

Record compute time for each SPI

4

Will be useful for knowing which methods are fast/slow to compute and allows users to select faster options. This might be finicky since many of the methods inherit preprocessed information...

Including the `dim_order` option that allows users to modify their data format (either `'sp'` or `'ps'`) can be confusing, especially because the data are always transposed to the `'ps'` order...

Using the getitem method, we should be able to do the following: ``` print(data[i]) ``` Rather than ``` print(data.to_numpy()[i]) ``` Which makes a lot of the code neater. Potentially also...