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pdpipe

Community

Easy pipelines for pandas.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::pdpipe

Usage Tracking

1.1.0
0.3.2
0.3.1
0.3.0
0.2.8
5 / 8 versions selected
Downloads (Last 6 months): 0

Description

Ever written a preprocessing pipeline for pandas dataframes and had trouble serializing it for later depoloyment on a different machine? Ever needed fit-able preprocessing transformations, that have tunable paramaters that are inferred from training data, to be used later to transform input data? Ever struggled with preprocessing different types of data in the same pandas dataframe? Enter pdpipe, a simple framework for serializable, chainable and verbose pandas pipelines. Its intuitive API enables you to generate, using only a few lines, complex pandas processing pipelines that can easily be broken down or composed together, examined and debugged, and that adhere to scikit-learn's Transformer API. Stop writing the same preprocessing boilerplate code again and again!

About

Summary

Easy pipelines for pandas.

Last Updated

Jul 2, 2025 at 09:38

License

MIT

Total Downloads

54.9K

Supported Platforms

noarch