Eden-Kramer-Lab / spectral_connectivity / 88

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<a href="https://github.com/Eden-Kramer-Lab/spectral_connectivity/commit/<a class=hub.com/Eden-Kramer-Lab/spectral_connectivity/commit/<a class="double-link" href="https://git"><a class=hub.com/Eden-Kramer-Lab/spectral_connectivity/commit/148abd19de85f8a468a81f46a1c86f5c4002507c">148abd19d<a href="https://github.com/Eden-Kramer-Lab/spectral_connectivity/commit/148abd19de85f8a468a81f46a1c86f5c4002507c">&lt;a href=&quot;https://github.com/Eden-Kramer-Lab/spectral_connectivity/commit/148abd19de85f8a468a81f46a1c86f5c4002507c&quot;&gt;&amp;quot;&amp;gt;Adds Dataset with multiple connectivity methods and skips unneeded attributes  (#18)

* xarray wrapper

* xarray wrapper in example notebook

* added extra files by mistake

* Split out `connectivity_to_xarray()`, add connectivity_kwargs to `multitaper_connectivity`. `multitaper_connectivity` may need further modification

* Formatting

* Fixes for PR #16

* Skip power for xarray interface for now

* Fix test and better error handling in Xarray wrapper

* remove IDE files

* better merge

* formatting

* Adds multitaper_connectivities
Same as multitaper_connectivity but can handle multiple methods and outputs xr.Dataset instead of xr.DataArray

* Remove &amp;amp;#39;fft&amp;amp;#39;, &amp;amp;#39;tapers&amp;amp;#39;, &amp;amp;#39;frequencies&amp;amp;#39;, &amp;amp;#39;time&amp;amp;#39; from xarray attributes. They are too large or redundant. fft is a method so no reason to have it there

* Revert &amp;quot;Merge branch &amp;#39;master&amp;#39; of https://github.com/Eden-Kramer-Lab/spectral_connectivity&amp;quot;

This reverts commit &lt;/a&gt;&lt;a class=&quot;double-link&quot; href=&quot;https://github.com/Eden-Kramer-Lab/spectral_connectivity/commit/&lt;a class=&quot;double-link&quot; href=&quot;https://github.com/Eden-Kramer-Lab/spectral_connectivity/commit/917fcfc5b5e81c3c76e0414e6aa1f64dfe24535c">917fcfc5b</a>">917fcfc5b</a><a href="https://github.com/Eden-Kramer-Lab/spectral_connectivity/commit/148abd19de85f8a468a81f46a1c86f5c4002507c">, reversing
changes made to </a><a class="double-link" href="https://github.com/Eden-Kramer-Lab/spectral_connectivity/commit/<a class="double-link" href="https://github.com/Eden-Kramer-Lab/spectral_connectivity/commit/0bdd2aa18ac6a3264e91cc2b2ed625d180f39bc4">0bdd2aa18</a>">0bdd2aa18</a><a href="https://github.com/Eden-Kramer-Lab/spectral_connectivity/commit/148abd19de85f8a468a81f46a1c86f5c4002507c">.

* Typo in warning in `connectivity_to_xarray`

* Implement xarray wrapper for power

* Xarray wrapper now returns a dataarray if method is string, and a dataset if method is an iterable

* Xarray wrapper now can handle canonical_coherence

* put off fixing wrapper for 'group_delay',
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