datools 0.1.3

Some tools for working with data

Data tools

Some tools for working with data

• Free software: Apache Software License 2.0

• Documentation: https://datools.readthedocs.io.

Features

• TODO

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

History

0.1.3 (2021-12-31)

• Introduced mypy to linting and CI to ensure code that makes it to main has proper types.

• Created first working example of [DIFF working on a real-world dataset as a Jupyter notebook](https://github.com/marcua/datools/blob/main/examples/diff/intel-sensor.ipynb). This example partially replicates the Scorpion paper when only moteid/sensorids are considered.

• Separated the on_columns argument of diff into on_column_values (columns for which you want to generate equality predicates as explanations) and and on_column_ranges (columns for which you want to generate range predicates as explanations after bucketing the ranges into 15 equi-sized buckets).

0.1.2 (2021-11-07)

• First release of DIFF algorithm implementation.

0.1.0 (2021-05-09)

• First release on PyPI.