Data Science Helpers
This package provides a variety of useful functions for data science for exploratory analysis, correlation analysis, classification, regression, etc. It contains a handful of useful utility functions as well as modern-looking and easy-to-use visualizations that make playing with the data a real joy.
The main package that contains all the magic is named helpers. For more information, please see the description provided in the docstrings or take a look at the jupyter notebooks for each of the packages.
git clone firstname.lastname@example.org:zgalaz/data-science-helpers.git cd data-science-helpers python3 -m virtualenv .venv source .venv/bin/activate pip install .
+---helpers | +---classification | | | metrics.py | | | validation.py | | | visualization.py | | | +---common | | | visualization.py | | | +---correlation | | | computation.py | | | visualization.py | | | +---exploration | | | visualization.py | | | +---regression | | | metrics.py | | | validation.py | | | \---utils | | logger.py | | transformers.py | | validators.py | +---notebooks | classification_notebook.ipynb | correlation_notebook.ipynb | exploration_notebook.ipynb | regression_notebook.ipynb | utils_notebook.ipynb
This project is licensed under the terms of the MIT license. For more details, see the LICENSE file.