Data preprocessing lib

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  • License: GNU General Public License v3 (GPLv3)
  • Author: Artyom Kolas
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Project description

snaplib

A simple data preprocessing tools.

user guide

Kaggle Notebook

Classification

https://www.kaggle.com/code/artyomkolas/titanic-snaplib-classification/notebook

Regression

https://www.kaggle.com/code/artyomkolas/housing-prices-with-snaplib/notebook

PyPi

!pip install snaplib
from snaplib.snaplib import Snaplib
sl = Snaplib()

  1. sl.nan_info
  2. sl.nan_plot
  3. sl.cleane
  4. sl.recover_data - NaN imputing with ML
  5. sl.train_test_split_balanced
  6. sl.encode_dataframe
  7. sl.decode_dataframe
  8. sl.k_folds_split

For one and list of algorithms with bagging

  1. sl.cross_val
  2. sl.features_selection_regr
  3. sl.features_selection_clsf
  4. sl.fit_stacked
  5. sl.save_stack
  6. sl.load_stack
  7. sl.predict_stacked

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for ArtyomKolas from gravatar.com ArtyomKolas

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: GNU General Public License v3 (GPLv3)
  • Author: Artyom Kolas
Classifiers

Release history Release notifications | RSS feed

0.4.96

0.4.95

0.4.94

0.4.93

0.4.92

0.4.91

0.4.72

0.4.71

0.4.70

0.4.8

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0.4.1

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0.3.2

This version

0.3.1

0.3.0

0.2.9

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0.1.0

0.0.9

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0.0.6

0.0.5

0.0.4

0.0.3

0.0.2

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