Data preprocessing lib
Project description
snaplib
A simple data preprocessing tools.
user guide
Kaggle Notebook
https://www.kaggle.com/code/artyomkolas/snaplib-user-guide?scriptVersionId=116126023
PyPi
!pip install snaplib
Use cases
from snaplib.snaplib import Snaplib
sl = Snaplib()
missing_info_df = sl.nan_info(df)
sl.nan_plot(df)
df = sl.cleane(df, target_name, verbose=True)
train_X, test_X, train_y, test_y = sl.train_test_split_balanced(df, target_name, test_size=0.2, random_state=0, research_iter=0)
df = sl.recover_data(df, verbose=True, stacking=True)
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