- Use black to autoformat code
- swap out flake8 for Ruff for linting
- add precommit hook to test for style errors before commiting or pushing
- add a pyproject toml file to configure black, ruff, codespell, etc
- update github workflows style test

- Black has now autoformatted all files
- and remaining flakes have been fixed

- use mne.util. warn to accurately raise warnings

cleaned up, and dropped low correlation assertion for now. commented the github issue number for reference

there is deprecation warning stemming from dash-testing that they need to handle.

trying to ignore the dash testing deprecation warning for now

right now we only test on one OS. In principle we should test with ubuntu, macos, and windows.

But lets start with mac so that the testing runner matches the OS that the local devs use

in test_simulated really only EEG 001 and EEG 002 should be flagged because we make them noisy

- there is some error in test_topoViz that needs to be looked into in separate PR

the test_simulated file is very short, approx 20 seconds. So a few epochs with blinks will be outliers and accont for more
than 20 percent of total epochs, causing the channel to be flagged. Raise the flag_crit to 30 percent to be more liberal so that blinks in a channel to cause it to be flagged

to open the built docs, path should end with .html not .rst