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Introduce property-based testing for more hardened and safe implementation #108
Description
Is your feature request related to a problem? Please describe.
Currently, all the tests are example-based tests while in many cases we test algorithms.
Describe the solution you'd like
Add a series of property-based tests to the test suite for:
- timeseries
- dataframes
- evaluation
Additional context
Hypothesis is one of the ports of a property-based testing framework.