klib 0.0.52

Frequently used data preprocessing functions

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.describe() # ...
klib.corr_plot() # returns a color-encoded matrix, ideal for correlations
klib.missingval_plot() # returns a figure containing information about missing values

# ToDo
# klib.ingest() # ...
# klib.clean() # ...
# klib.preprocess() # ...

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

MIT