Pandera 0.5.0

Show HN: Pandera – An open source data testing framework for data science and ML

Based, Pandera 0.5.0 works in show hn launch.

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Hi HN,I'm excited to share Pandera, an open source framework for data testing, built for data scientists and ML engineers: https://www.union.ai/panderaI’ve been working with data and building models for a decade, and one of the biggest pain points for me is working with low-quality data. I got burned by incorrect data types and unexpected values so many times that I built a Pandera to help you safeguard your pipelines from silent data bugs.You can create schemas for your dataframe-like objects, which can be validated at run-time, in your unit tests via property-based testing, or in your type-linting hooks via mypy.Give it a try here: https://pandera.readthedocs.io/en/stable/try_pandera.html

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Website: pandera.readthedocs.io/en/stable/try_pandera.html