Pyntbci

Added
- Added `pinv` to `utilities`
- Added `alpha_x` to `CCA` in `tranformers`
- Added `alpha_y` to `CCA` in `tranformers`
- Added `alpha_x` to `eCCA` in `classifiers`
- Added `alpha_t` to `eCCA` in `classifiers`
- Added `alpha_x` to `rCCA` in `classifiers`
- Added `alpha_m` to `rCCA` in `classifiers`
- Added `squeeze_components` to `rCCA`, `eCCA`, `eTRCA` in `classifiers'

Changed
- Changed `numpy` typing of `np.ndarray` to `NDArray`
- Changed `cca_` and `trca_` attributes to be `list` always in `eCCA`, `rCCA` and `eTRCA`
- Changed `scipy.linalg.inv` to `pyntbci.utilities.pinv` in `CCA` of `transformers`
- Changed `decision_function` and `predict` of `classifiers` to return without additional dimension for components if `n_components=1` and `squeeze_components=True`, both of which are defaults

Fixed

Added

Changed

Fixed
- Fixed components bug in `decision_function` of `eCCA` in `classifiers`

Added
- Added `cov_estimator_t` to `eCCA` in `classifiers`

Changed
- Changed separate covariance estimators for data and templates in `eCCA` of `classifiers`

Fixed

Added

Changed

Fixed
- Fixed zero division `eventplot` in `plotting`
- Fixed event order duration event `event_matrix` in `utilities`

Added
- Removed `gating` of `rCCA` in `classifiers`
- Removed `_score` methods in `classifiers`
- Added `n_components` in `eCCA` in `classifiers`
- Added `n_components` in `eTRCA` in `classifiers`

Changed
- Changed "bes" to "bds" in `BayesStopping` in `stopping` in line with publication
- Changed `lx` and `ly` to `gamma_x` and `gamma_y` iof `eCCA` in `classifiers`
- Changed `gating` to `gates`
- Changed `TRCA` in `transformers` to deal with one-class data only
- Changed `_get_T` to `get_T` in all `classifiers`

Fixed

Added

Changed

- Changed `lx` of `rCCA` in `classifiers` to `gamma_x`, which ranges between 0-1, such that the parameter represents shrinkage regularization
- Changed `ly` of `rCCA` in `classifiers` to `gamma_m`, which ranges between 0-1, such that the parameter represents shrinkage regularization
- Changed `lx` of `CCA` in `transformers` to `gamma_x`, which ranges between 0-1, such that the parameter represents shrinkage regularization
- Changed `ly` of `CCA` in `transformers` to `gamma_y`, which ranges between 0-1, such that the parameter represents shrinkage regularization

Fixed