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- unified boruta_py and boruta_py_plus, now boruta_py has all previou…
…sly added features of the latter (two step multiple correction, percentile) - default perc=100 equals to choosing the maximum of the shadow importances as in original boruta.R - added two_step Boolean param, if set to False, then simple Bonferroni is performed as in boruta.R - replaced the nanrankdata method with _nanrankdata to decouple the bottleneck dependency - include multipletests from statsmodels as _fdrcorrection, to decouple this dependency - delete _check_pandas, adds unnecessary dependency as Mike said, plus check_X_y returns numpy array anyway - updated .init.py - updated class documentation and README.md to reflect these changes - changed multi_alpha param to alpha - changed iter to _iter because iter is used by Python internally
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Original file line number | Diff line number | Diff line change |
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from .boruta_py import BorutaPy | ||
from .boruta_py_plus import BorutaPyPlus |
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