snaplib 0.1.15

Data preprocessing lib

snaplib

A simple data preprocessing tools.

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user guide

Kaggle Notebook
https://www.kaggle.com/code/artyomkolas/snaplib-user-guide?scriptVersionId=116126023

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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)