Frequently used data preprocessing functions
Reason this release was yanked:
Please install the latest version.
Project description
klib
klib is a Python library for importing, cleaning, analyzing and preprocessing data. Future versions will include model creation and optimization to provide an end-to-end solution.
Installation
Use the package manager pip to install klib.
pip install klib
Usage
import klib
# klib.ingest() # runs ...
klib.describe.corr_plot # returns a color-encoded matrix, ideal for correlations
# klib.clean() # does ...
# klib.preprocess() # yields ...
Contributing
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.
License
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