Metadata-Version: 2.4
Name: advprep
Version: 0.0.2
Summary: Advanced data imputation library
Author: Mukku Sumanth
Author-email: sumanth8383@gmail.com
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: numpy
Requires-Dist: scikit-learn
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: license-file
Dynamic: requires-dist
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# advprep

**advprep** is a Python package offering advanced preprocessing tools for machine learning and deep learning pipelines.

## Features

- Missing value imputation (mean, median, mode, forward/backward fill, KNN)
- Ready for integration into pipelines
- Fast, reliable, and production-ready

## Usage

```python
from advprep import AdvancedImputer
import pandas as pd

df = pd.read_csv("data.csv")
imputer = AdvancedImputer(method="knn")
df_imputed = imputer.fit_transform(df)

