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(perf): enabling sklearn extensions to improve performance #384

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2 changes: 2 additions & 0 deletions lazypredict/Supervised.py
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Expand Up @@ -8,6 +8,8 @@
from tqdm import tqdm
import datetime
import time
from sklearnex import patch_sklearn
patch_sklearn()
from sklearn.pipeline import Pipeline
from sklearn.impute import SimpleImputer, MissingIndicator
from sklearn.preprocessing import StandardScaler, OneHotEncoder, OrdinalEncoder
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3 changes: 2 additions & 1 deletion requirements.txt
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@@ -1,7 +1,8 @@
click
scikit-learn
scikit-learn-intelex
pandas
tqdm
joblib
lightgbm
xgboost
xgboost
3 changes: 2 additions & 1 deletion requirements_dev.txt
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@@ -1,9 +1,10 @@
click
scikit-learn
scikit-learn-intelex
pandas
tqdm
joblib
lightgbm
xgboost
pytest
myst-parser
myst-parser