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Simplify getting model stats and add more stats (#39)

* use ModelStats in Models

* provide default stats that are returned

* update analytic models

* update gaussian noise models

* move BaseDataModel to it's own file

* remove model stats to arrays function (probably not needed)

* some cleanup

* add CallModel wrapper class

* simplify from_config call

* bug fixes

* fix some bugs

* update docs some

* whitespace

* add functions to retrieve optimal SNRsq, cplx_loglr, and lognl in each detector

* promote attributes of the model to the call_model's namespace

* update sampler.from_cli to use CallModel

* update kombine

* update sampler base

* allow callfunc, return_all_stats to be overridden with kwargs

* fix typo

* update emcee_pt's global call functions

* update models unit tests

* update sampler unit tests

* fix whitespace

* fix whitespace

* add common function for trying to get stats from current_stats

* fix whitespace

* update docs

* fix bugs related to config loading

* fix more typos

* more typos

* update plotting codes

* update plot_movie

* update docs

* fix typos

* docs update

* more docs updates

* fix whitespace

* fix unit test

321 of 321 new or added lines in 10 files covered. (100.0%)

1067 of 2625 relevant lines covered (40.65%)

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