[GSOC] implement example of state-space model for connectivity#100

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jadrew43 wants to merge 18 commits intomne-tools:mainfrom jadrew43:state_space_conn

+2,478

Commits on Jun 14, 2022

implement example of state-space model for connectivity
jadrew43
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Commits on Jun 17, 2022

mne_util imported from MEGLDS repo; some incompatibility with sample-data
jadrew43
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Commits on Jun 23, 2022

added Yang et al 2016 to bib
jadrew43
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Commits on Jun 24, 2022

changed var names (not in models.py), added folder for LDS execution, moved functions into LDS()
jadrew43
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Commits on Jun 27, 2022

does scale_sensor_data() == whitening?
jadrew43
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Commits on Jul 6, 2022

working on suggested API`
jadrew43
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Commits on Jul 7, 2022

API functioning properly, please test examples/state_space_connectivity.py
jadrew43
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Commits on Jul 22, 2022

files moved to separate folder, descriptive variable names used, mne functions for scaling data
jadrew43
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Commits on Aug 12, 2022

SNR boost added via bootstrap_subject function
jadrew43
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Commits on Aug 27, 2022

model working; _scale_sensor_data needs changed to MNE functions
jadrew43
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Commits on Aug 29, 2022

Commits on Aug 30, 2022

Commits on Sep 7, 2022