reeco-ml-preprocessing 0.1.4

Package for ML preprocessing

Reeco ML Preprocessing Library

Module for preprocessor

Prerequisite

It is recommended to use Python 3.9 64bit since it is the environment that we developed the package.

Installation

Using pip:

$ pip install reeco_ml_preprocessing

or

$ py -m pip reeco_ml_preprocessing

Example

import numpy as np
from reeco_ml_preprocessing import PreprocessPipeline
from reeco_ml_preprocessing.time_series.ts_imputer import TimeSeriesImputer

pipeline = PreprocessPipeline(
    [TimeSeriesImputer(method='linear')]
)
X = pd.DataFrame(
    {
        "a": 1, 2, 3, np.nan, 5
        "b": 0, 1, np.nan, np.nan, 4
    }
)
pipeline.fit_transform(X)